<?xml version="1.0" encoding="US-ASCII"?>
<!--XBRL Document Created with Wdesk from Workiva-->
<!-- -->
<link:linkbase xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd" xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedPeriodStartLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedPeriodStartLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/netLabel" xlink:href="http://www.xbrl.org/lrr/role/net-2009-12-16.xsd#netLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedNetLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedNetLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTerseLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedPeriodEndLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedPeriodEndLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTotalLabel" xlink:type="simple" />
  <link:labelLink xlink:role="http://www.xbrl.org/2003/role/link" xlink:type="extended">
    <link:label id="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract_D88771585F72D3F13FAACDC4FA592844_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract_D88771585F72D3F13FAACDC4FA592844" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Period Increase (Decrease) [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract" xlink:label="loc_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract_D88771585F72D3F13FAACDC4FA592844" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract_D88771585F72D3F13FAACDC4FA592844" xlink:to="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecreaseAbstract_D88771585F72D3F13FAACDC4FA592844" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OPERATING ACTIVITIES</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C" xlink:to="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_E3E818F9F473559F4AA1CDC4FA78E48C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0_terseLabel_en-US" xlink:label="lab_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net income</link:label>
    <link:label id="lab_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0_label_en-US" xlink:label="lab_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss), Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProfitLoss" xlink:label="loc_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0" xlink:to="lab_us-gaap_ProfitLoss_76C7544ACB6123D5FB05CDC4FA78A9B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments to reconcile net income to net cash provided by operating activities:</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89_label_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments to Reconcile Net Income (Loss) to Cash Provided by (Used in) Operating Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:label="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89" xlink:to="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_9081C9D902F187CCC664CDC4FA78FC89" xlink:type="arc" />
    <link:label id="lab_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE_terseLabel_en-US" xlink:label="lab_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation, depletion and amortization</link:label>
    <link:label id="lab_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE_label_en-US" xlink:label="lab_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization" xlink:label="loc_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE" xlink:to="lab_us-gaap_DepreciationDepletionAndAmortization_32556D50589D5A364B77CDC4FA78C7FE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred income taxes</link:label>
    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B_label_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B" xlink:to="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDB93217C502C01FC818CDC4FA78DC1B" xlink:type="arc" />
    <link:label id="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5_negatedTerseLabel_en-US" xlink:label="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Loss (gain) on extinguishment of debt</link:label>
    <link:label id="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5_label_en-US" xlink:label="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gain on extinguishment of debt, cash flows</link:label>
    <link:label id="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5_documentation_en-US" xlink:label="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gain on extinguishment of debt, cash flows</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Gainonextinguishmentofdebtcashflows" xlink:label="loc_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:to="lab_clf_Gainonextinguishmentofdebtcashflows_93F6AA35063F7B1F6F89CDC4FA7864B5" xlink:type="arc" />
    <link:label id="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE_terseLabel_en-US" xlink:label="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss on deconsolidation</link:label>
    <link:label id="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE_label_en-US" xlink:label="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loss on Deconsolidation, net of cash deconsolidated</link:label>
    <link:label id="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE_documentation_en-US" xlink:label="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Loss on Deconsolidation, net of cash deconsolidated</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LossonDeconsolidationnetofcashdeconsolidated" xlink:label="loc_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:to="lab_clf_LossonDeconsolidationnetofcashdeconsolidated_084A7A743A8C555501DDCDC4FA78F5EE" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Gain on derivatives</link:label>
    <link:label id="lab_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859_label_en-US" xlink:label="lab_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrealized Gain (Loss) on Derivatives and Commodity Contracts</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts" xlink:label="loc_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859" xlink:to="lab_us-gaap_UnrealizedGainLossOnDerivativesAndCommodityContracts_0513AA844D540F9EC45CCDC4FA789859" xlink:type="arc" />
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Gain on foreign currency translation</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433_label_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction Gain (Loss), Realized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ForeignCurrencyTransactionGainLossRealized" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433" xlink:to="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_C9B48DC0B67E74E43EDFCDC4FA786433" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9_negatedLabel_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other</link:label>
    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9_label_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Income (Expense)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNoncashIncomeExpense" xlink:label="loc_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9" xlink:to="lab_us-gaap_OtherNoncashIncomeExpense_37AD6AA63E14F328BF5FCDC4FA7869B9" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Changes in operating assets and liabilities:</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Operating Capital [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInOperatingCapitalAbstract" xlink:label="loc_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB" xlink:to="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_2623E18A1436D429D97ACDC4FA7836AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Receivables and other assets</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Accounts Receivable and Other Operating Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A" xlink:to="lab_us-gaap_IncreaseDecreaseInAccountsReceivableAndOtherOperatingAssets_7A2DFACBCB917B559325CDC4FA78408A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43_negatedLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Inventories</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Inventories</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInInventories" xlink:label="loc_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43" xlink:to="lab_us-gaap_IncreaseDecreaseInInventories_1BA5362B1EEFAAA178FECDC4FA78BA43" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payables, accrued expenses and other liabilities</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Accounts Payable and Accrued Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8" xlink:to="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_BEC06A6C3F38596BA8E4CDC4FA783BC8" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided by operating activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F" xlink:to="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_AFA3B6068E6C8C4FD1A4CDC4FA78946F" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">INVESTING ACTIVITIES</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_C495B6EF5A6094FA968BCDC4FA78B13D" xlink:type="arc" />
    <link:label id="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97_terseLabel_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Purchase of property, plant and equipment</link:label>
    <link:label id="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97_label_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Cash Additions</link:label>
    <link:label id="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97_documentation_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Cash Additions</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PropertyPlantandEquipmentCashAdditions" xlink:label="loc_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:to="lab_clf_PropertyPlantandEquipmentCashAdditions_0A2A88DA58EB132B2E01CDC4FA78FD97" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deposits for property, plant and equipment</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Property, Plant, and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61" xlink:to="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2D7ACD699216E21EBAF6CDC4FA783B61" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Other investing activities</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Other Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForProceedsFromOtherInvestingActivities" xlink:label="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E" xlink:to="lab_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_1DEF76177D73A7F3AE6ECDC4FA78B59E" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash used by investing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_E26328C4E5147E1B19F1CDC4FA78FEB9" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">FINANCING ACTIVITIES</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Financing Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231" xlink:to="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_88013B2C50FD75ADA034CDC4FA786231" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net proceeds from issuance of common shares</link:label>
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6_label_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Issuance of Common Stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6" xlink:to="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_6D58D7B0D674F1E0EAC1CDC4FA7868F6" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Repurchase of common shares</link:label>
    <link:label id="lab_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136_label_en-US" xlink:label="lab_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Repurchased During Period, Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockRepurchasedDuringPeriodValue" xlink:label="loc_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136" xlink:to="lab_us-gaap_StockRepurchasedDuringPeriodValue_23E1A35C92DF5E508090CDC4FA789136" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from issuance of debt</link:label>
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98_label_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Issuance of Senior Long-term Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98" xlink:to="lab_us-gaap_ProceedsFromIssuanceOfSeniorLongTermDebt_D71A1989324A70210540CDC4FA78DF98" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Debt issuance costs</link:label>
    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE_label_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments of Debt Issuance Costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfDebtIssuanceCosts" xlink:label="loc_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE" xlink:to="lab_us-gaap_PaymentsOfDebtIssuanceCosts_88CB3EEAE1E499E46926CDC4FA78D0AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings under credit facilities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494_label_en-US" xlink:label="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Long-term Lines of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:label="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494" xlink:to="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_187F85FAB98E71AB888FCDC4FA782494" xlink:type="arc" />
    <link:label id="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Repayment under credit facilities</link:label>
    <link:label id="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07_label_en-US" xlink:label="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repayments of Long-term Lines of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:label="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07" xlink:to="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_F6D8368A4819085D24C7CDC4FA786A07" xlink:type="arc" />
    <link:label id="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64_negatedTerseLabel_en-US" xlink:label="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Repayments on equipment loans</link:label>
    <link:label id="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64_label_en-US" xlink:label="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repayments of equipment loans</link:label>
    <link:label id="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64_documentation_en-US" xlink:label="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repayments of equipment loans</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Repaymentsofequipmentloans" xlink:label="loc_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:to="lab_clf_Repaymentsofequipmentloans_35A34B224237D6E12FBFCDC4FA786F64" xlink:type="arc" />
    <link:label id="lab_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Repurchase of debt</link:label>
    <link:label id="lab_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1_label_en-US" xlink:label="lab_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gain (Loss) on Repurchase of Debt Instrument</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainLossOnRepurchaseOfDebtInstrument" xlink:label="loc_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1" xlink:to="lab_us-gaap_GainLossOnRepurchaseOfDebtInstrument_0AC1745DF87937B91253CDC4FA7823D1" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Acquisition of noncontrolling interest</link:label>
    <link:label id="lab_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17_label_en-US" xlink:label="lab_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for Repurchase of Redeemable Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest" xlink:label="loc_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17" xlink:to="lab_us-gaap_PaymentsForRepurchaseOfRedeemableNoncontrollingInterest_15BE97ADF44FEA05AEF9CDC4FA782F17" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Distributions of partnership equity</link:label>
    <link:label id="lab_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038_label_en-US" xlink:label="lab_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments of Distributions to Affiliates</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfDistributionsToAffiliates" xlink:label="loc_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038" xlink:to="lab_us-gaap_PaymentsOfDistributionsToAffiliates_0B015069598DEA20E35DCDC4FA78A038" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other financing activities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44_label_en-US" xlink:label="lab_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from (Payments for) Other Financing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromPaymentsForOtherFinancingActivities" xlink:label="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44" xlink:to="lab_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_B32B50201F26C35B82DCCDC4FA78FA44" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided (used) by financing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Financing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406" xlink:to="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_CEEA7D902E6C6A0C3B66CDC4FA780406" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C_terseLabel_en-US" xlink:label="lab_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EFFECT OF EXCHANGE RATE CHANGES ON CASH</link:label>
    <link:label id="lab_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C_label_en-US" xlink:label="lab_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effect of Exchange Rate on Cash and Cash Equivalents</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents" xlink:label="loc_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C" xlink:to="lab_us-gaap_EffectOfExchangeRateOnCashAndCashEquivalents_A164AF16AB10A429C495CDC4FA78A66C" xlink:type="arc" />
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B_terseLabel_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Cash and Cash Equivalents, Including Cash Classified Within Current Assets of Discontinued Operations</link:label>
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B_label_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase/Decrease in Cash and Cash Equivalents, Including Cash Classified Within Current Assets of Discontinued Operations</link:label>
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B_documentation_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase/Decrease in Cash and Cash Equivalents, Including Cash Classified Within Current Assets of Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations" xlink:label="loc_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:to="lab_clf_IncreaseDecreaseinCashandCashEquivalentsIncludingCashClassifiedWithinCurrentAssetsofDiscontinuedOperations_31122DF8E11C3223534BCDC4FA786D8B" xlink:type="arc" />
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91_negatedLabel_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">LESS: INCREASE (DECREASE) IN CASH AND CASH EQUIVALENTS CLASSIFIED WITHIN CURRENT ASSETS OF DISCONTINUED OPERATIONS</link:label>
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91_label_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase/Decrease in Cash and Cash Equivalents in Cash Classified within Current Assets of Discontinued Operations</link:label>
    <link:label id="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91_documentation_en-US" xlink:label="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase/Decrease in Cash and Cash Equivalents in Cash Classified within Current Assets of Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations" xlink:label="loc_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:to="lab_clf_IncreaseDecreaseinCashandCashEquivalentsinCashClassifiedwithinCurrentAssetsofDiscontinuedOperations_C17F2737E95CB4BE036DCDC4FA789E91" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">NET INCREASE (DECREASE) IN CASH AND CASH EQUIVALENTS</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Period Increase (Decrease)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease" xlink:label="loc_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938" xlink:to="lab_us-gaap_CashAndCashEquivalentsPeriodIncreaseDecrease_FC4FD83891A73741B43ACDC4FA787938" xlink:type="arc" />
    <link:label id="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394_periodStartLabel_en-US" xlink:label="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">CASH AND CASH EQUIVALENTS AT BEGINNING OF YEAR</link:label>
    <link:label id="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394_label_en-US" xlink:label="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash And Cash Equivalents, At Carrying Value, Including Assets Held For Sale</link:label>
    <link:label id="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394_documentation_en-US" xlink:label="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cash And Cash Equivalents, At Carrying Value, Including Assets Held For Sale</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale" xlink:label="loc_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:to="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_E76C336CA9413E1AAFDACDC4FA787394" xlink:type="arc" />
    <link:label id="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_60FC455A532ACB50A31DCDC4FA78E4D7_periodEndLabel_en-US" xlink:label="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_60FC455A532ACB50A31DCDC4FA78E4D7" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">CASH AND CASH EQUIVALENTS AT END OF YEAR</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale" xlink:label="loc_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_60FC455A532ACB50A31DCDC4FA78E4D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_60FC455A532ACB50A31DCDC4FA78E4D7" xlink:to="lab_clf_CashAndCashEquivalentsAtCarryingValueIncludingAssetsHeldForSale_60FC455A532ACB50A31DCDC4FA78E4D7" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxDisclosureAbstract_E1FF241805D6242AC9E8C46A3AE5926A_label_en-US" xlink:label="lab_us-gaap_IncomeTaxDisclosureAbstract_E1FF241805D6242AC9E8C46A3AE5926A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxDisclosureAbstract" xlink:label="loc_us-gaap_IncomeTaxDisclosureAbstract_E1FF241805D6242AC9E8C46A3AE5926A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxDisclosureAbstract_E1FF241805D6242AC9E8C46A3AE5926A" xlink:to="lab_us-gaap_IncomeTaxDisclosureAbstract_E1FF241805D6242AC9E8C46A3AE5926A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Contingency [Table]</link:label>
    <link:label id="lab_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46_label_en-US" xlink:label="lab_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Contingency [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxContingencyTable" xlink:label="loc_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46" xlink:to="lab_us-gaap_IncomeTaxContingencyTable_AC382942B93D87E3B63BC46A3AE96F46" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Allowance by Deferred Tax Asset [Axis]</link:label>
    <link:label id="lab_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336_label_en-US" xlink:label="lab_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation Allowance by Deferred Tax Asset [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowanceByDeferredTaxAssetAxis" xlink:label="loc_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336" xlink:to="lab_us-gaap_ValuationAllowanceByDeferredTaxAssetAxis_54BB2B7A75709DA11464C46A3AEA3336" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Asset [Domain]</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Asset [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetDomain" xlink:label="loc_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C" xlink:to="lab_us-gaap_DeferredTaxAssetDomain_ECADEEC405E46FC1FD13C46A3AEB872C" xlink:type="arc" />
    <link:label id="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A_terseLabel_en-US" xlink:label="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tax Law Change [Member]</link:label>
    <link:label id="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A_label_en-US" xlink:label="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tax Law Change [Member]</link:label>
    <link:label id="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A_documentation_en-US" xlink:label="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tax Law Change</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TaxLawChangeMember" xlink:label="loc_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:to="lab_clf_TaxLawChangeMember_57EC4FF610AF5DEDD267C46A3AEBCA9A" xlink:type="arc" />
    <link:label id="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B_terseLabel_en-US" xlink:label="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current year activity [Member]</link:label>
    <link:label id="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B_label_en-US" xlink:label="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current year activity [Member]</link:label>
    <link:label id="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B_documentation_en-US" xlink:label="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Current year activity</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CurrentyearactivityMember" xlink:label="loc_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:to="lab_clf_CurrentyearactivityMember_19123F353CAFF7480643C46A3AEC583B" xlink:type="arc" />
    <link:label id="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474_terseLabel_en-US" xlink:label="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">valuation allowance reversal [Member]</link:label>
    <link:label id="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474_label_en-US" xlink:label="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">valuation allowance reversal [Member]</link:label>
    <link:label id="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474_documentation_en-US" xlink:label="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Valuation allowance reversal</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ValuationallowancereversalMember" xlink:label="loc_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:to="lab_clf_ValuationallowancereversalMember_F0CC5E46597D968408E2C46A3AECE474" xlink:type="arc" />
    <link:label id="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7_terseLabel_en-US" xlink:label="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repeal of AMT [Member]</link:label>
    <link:label id="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7_label_en-US" xlink:label="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repeal of AMT [Member]</link:label>
    <link:label id="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7_documentation_en-US" xlink:label="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repeal of AMT</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RepealofAMTMember" xlink:label="loc_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:to="lab_clf_RepealofAMTMember_7E85D4AD5D9904D76D7BC46A3AEC67D7" xlink:type="arc" />
    <link:label id="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0_terseLabel_en-US" xlink:label="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dissolution of entities [Member]</link:label>
    <link:label id="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0_label_en-US" xlink:label="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dissolution of entities [Member]</link:label>
    <link:label id="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0_documentation_en-US" xlink:label="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Dissolution of entities</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DissolutionofentitiesMember" xlink:label="loc_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:to="lab_clf_DissolutionofentitiesMember_F48073BE54E33FC08459C46A3AEC1AD0" xlink:type="arc" />
    <link:label id="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC_terseLabel_en-US" xlink:label="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior year adjustment in current year [Member]</link:label>
    <link:label id="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC_label_en-US" xlink:label="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prior year adjustment in current year [Member]</link:label>
    <link:label id="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC_documentation_en-US" xlink:label="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Prior year adjustment in current year</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PrioryearadjustmentincurrentyearMember" xlink:label="loc_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:to="lab_clf_PrioryearadjustmentincurrentyearMember_DA721AE661F0E7AAC165C46A3AEC0BBC" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A_label_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationAxis" xlink:label="loc_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A" xlink:to="lab_us-gaap_IncomeStatementLocationAxis_21A79C899510F5FCB316C46A3AF2128A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement Location [Domain]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75_label_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement Location [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationDomain" xlink:label="loc_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75" xlink:to="lab_us-gaap_IncomeStatementLocationDomain_F385C68E9CF14EF52D3AC46A3AF24E75" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Authority [Axis]</link:label>
    <link:label id="lab_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05_label_en-US" xlink:label="lab_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Authority [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxAuthorityAxis" xlink:label="loc_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05" xlink:to="lab_us-gaap_IncomeTaxAuthorityAxis_053E5A786ED9EDE4B794C46A3AF3AA05" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Authority [Domain]</link:label>
    <link:label id="lab_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069_label_en-US" xlink:label="lab_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Authority [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxAuthorityDomain" xlink:label="loc_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069" xlink:to="lab_us-gaap_IncomeTaxAuthorityDomain_13BE4A65A4026DFC54CCC46A3AF37069" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Contingency [Line Items]</link:label>
    <link:label id="lab_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E_label_en-US" xlink:label="lab_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Contingency [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxContingencyLineItems" xlink:label="loc_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E" xlink:to="lab_us-gaap_IncomeTaxContingencyLineItems_B1E5D52CE504861A13EEC46A3AF3862E" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation at Federal Statutory Income Tax Rate, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation at Federal Statutory Income Tax Rate, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate" xlink:label="loc_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83" xlink:to="lab_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_EC54E7D5F05CB7B1001CC46A3AF3BA83" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateContinuingOperations" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_9B859961EB7D980A688CC46A3AF3DDE4" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Enacted Tax Rate, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Enacted Tax Rate, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate" xlink:label="loc_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F" xlink:to="lab_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_A8D9F776C5D56CE813EFC46A3AF4FC2F" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impact Of Tax Law Change Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Enacted Tax Rate, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_476E226672440F31CD2BC46A3AF43E9E" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Disposition of Business, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Disposition of Business, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationDispositionOfBusiness" xlink:label="loc_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305" xlink:to="lab_us-gaap_IncomeTaxReconciliationDispositionOfBusiness_75433D21392DB57CD58AC46A3AF48305" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Disposition of Business, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Disposition of Business, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationDispositionOfBusiness_9BF9B3439382AD86F871C46A3AF43138" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior year adjustments made in current year, amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Prior Year Income Taxes, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes" xlink:label="loc_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88" xlink:to="lab_us-gaap_IncomeTaxReconciliationPriorYearIncomeTaxes_771562747B4FD1257776C46A3AF4DF88" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Reconciliation Tax Deduction for percentage depletion in excess of cost depletion</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Nondeductible Expense, Depletion, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion" xlink:label="loc_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635" xlink:to="lab_us-gaap_IncomeTaxReconciliationNondeductibleExpenseDepletion_217EFEF31643474F6D1AC46A3AF4E635" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Reconciliation Tax Deduction for percentage depletion in excess of cost depletion percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Nondeductible Expense, Depletion, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationNondeductibleExpenseDepletion_32F3F09246D63FE988AEC46A3AF55632" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Foreign Income Tax Rate Differential, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Foreign Income Tax Rate Differential, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential" xlink:label="loc_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC" xlink:to="lab_us-gaap_IncomeTaxReconciliationForeignIncomeTaxRateDifferential_644601CCBB432B20F9EFC46A3AF5E4BC" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Foreign Income Tax Rate Differential, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Foreign Income Tax Rate Differential, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationForeignIncomeTaxRateDifferential_2B45D2031672D4E04310C46A3AF507B4" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, at Federal Statutory Income Tax Rate, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, at Federal Statutory Income Tax Rate, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_0F49A42315C560800FB2C46A4097A428" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Deferred Tax Assets Valuation Allowance, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Deferred Tax Assets Valuation Allowance, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance" xlink:label="loc_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC" xlink:to="lab_us-gaap_IncomeTaxReconciliationChangeInDeferredTaxAssetsValuationAllowance_94CA8E22B238F94C85F8C46A3AF632EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Deferred Tax Assets Valuation Allowance, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Change in Deferred Tax Assets Valuation Allowance, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInDeferredTaxAssetsValuationAllowance_B28B3FA90211310D00F7C46A3AF641AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tax Adjustments, Settlements, and Unusual Provisions</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Tax Contingency, Other, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationTaxContingenciesOther" xlink:label="loc_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329" xlink:to="lab_us-gaap_IncomeTaxReconciliationTaxContingenciesOther_D66E92A97CB9DCBC7BAEC46A3AF6A329" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tax Adjustments Settlements And Unusual Provisions Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Tax Contingency, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationTaxContingencies_DF32530A08C3C102E4EDC46A3AF6A15F" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Prior Year Income Taxes, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Prior Year Income Taxes, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationPriorYearIncomeTaxes_EF2C8362B8083CA46F22C46A3AF6A794" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Other Adjustments, Amount</link:label>
    <link:label id="lab_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C_label_en-US" xlink:label="lab_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Other Adjustments, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxReconciliationOtherAdjustments" xlink:label="loc_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C" xlink:to="lab_us-gaap_IncomeTaxReconciliationOtherAdjustments_C70C28EF45B6CFC96D5BC46A3AF6523C" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Other Adjustments, Percent</link:label>
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559_label_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Other Adjustments, Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateReconciliationOtherAdjustments_9EE7F89BE5A24518B199C46A3AF69559" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B_label_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B" xlink:to="lab_us-gaap_IncomeTaxExpenseBenefit_67F7EC9F8638204AB1F6C46A3AF77C8B" xlink:type="arc" />
    <link:label id="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32_terseLabel_en-US" xlink:label="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Amount</link:label>
    <link:label id="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32_label_en-US" xlink:label="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Amount</link:label>
    <link:label id="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32_documentation_en-US" xlink:label="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Amount</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_WorthlessStockDeductionAmount" xlink:label="loc_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:to="lab_clf_WorthlessStockDeductionAmount_CFA13800F84569E52998C46A3AF74C32" xlink:type="arc" />
    <link:label id="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F_terseLabel_en-US" xlink:label="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Percent</link:label>
    <link:label id="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F_label_en-US" xlink:label="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Percent</link:label>
    <link:label id="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F_documentation_en-US" xlink:label="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Worthless Stock Deduction, Percent</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_WorthlessStockDeductionPercent" xlink:label="loc_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:to="lab_clf_WorthlessStockDeductionPercent_1A3D5AD67EC013CE1B0CC46A3AF7720F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_CBE2C50D3BA5F03E81E6FBED84752349_label_en-US" xlink:label="lab_us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_CBE2C50D3BA5F03E81E6FBED84752349" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disclosure of Compensation Related Costs, Share-based Payments [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract" xlink:label="loc_us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_CBE2C50D3BA5F03E81E6FBED84752349" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_CBE2C50D3BA5F03E81E6FBED84752349" xlink:to="lab_us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_CBE2C50D3BA5F03E81E6FBED84752349" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Share-based Compensation Arrangements by Share-based Payment Award [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE_label_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Share-based Compensation Arrangements by Share-based Payment Award [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:label="loc_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE" xlink:to="lab_us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_B315EA03313CD05A177AFBED8475B7BE" xlink:type="arc" />
    <link:label id="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55_terseLabel_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Awards Outstanding, Grant Date [Axis]</link:label>
    <link:label id="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55_label_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Awards Outstanding, Grant Date [Axis]</link:label>
    <link:label id="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55_documentation_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Awards Outstanding, Grant Date [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AwardsOutstandingGrantDateAxis" xlink:label="loc_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:to="lab_clf_AwardsOutstandingGrantDateAxis_57370DEBB0FD964DF18EFBED84754F55" xlink:type="arc" />
    <link:label id="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2_terseLabel_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Awards Outstanding, Grant Date [Domain]</link:label>
    <link:label id="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2_label_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Awards Outstanding, Grant Date [Domain]</link:label>
    <link:label id="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2_documentation_en-US" xlink:label="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Awards Outstanding, Grant Date [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AwardsOutstandingGrantDateDomain" xlink:label="loc_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:to="lab_clf_AwardsOutstandingGrantDateDomain_980DCAA73F4A9F643F9FFBED847595C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D_terseLabel_en-US" xlink:label="lab_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Axis]</link:label>
    <link:label id="lab_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D_label_en-US" xlink:label="lab_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plan Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PlanNameAxis" xlink:label="loc_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D" xlink:to="lab_us-gaap_PlanNameAxis_B0D3B338FE6841138F6FFBED8476D51D" xlink:type="arc" />
    <link:label id="lab_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6_terseLabel_en-US" xlink:label="lab_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Domain]</link:label>
    <link:label id="lab_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6_label_en-US" xlink:label="lab_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plan Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PlanNameDomain" xlink:label="loc_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6" xlink:to="lab_us-gaap_PlanNameDomain_D636CA4319D271B05080FBED8476BDA6" xlink:type="arc" />
    <link:label id="lab_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916_terseLabel_en-US" xlink:label="lab_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Award Date [Axis]</link:label>
    <link:label id="lab_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916_label_en-US" xlink:label="lab_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Date [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AwardDateAxis" xlink:label="loc_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916" xlink:to="lab_us-gaap_AwardDateAxis_F6C39589FA7F58FAD0F5FBED84762916" xlink:type="arc" />
    <link:label id="lab_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD_terseLabel_en-US" xlink:label="lab_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Award Date [Domain]</link:label>
    <link:label id="lab_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD_label_en-US" xlink:label="lab_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Date [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AwardDateDomain" xlink:label="loc_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD" xlink:to="lab_us-gaap_AwardDateDomain_B9622460FC53BB84A0AFFBED8476E5CD" xlink:type="arc" />
    <link:label id="lab_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950_terseLabel_en-US" xlink:label="lab_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Award Type [Axis]</link:label>
    <link:label id="lab_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950_label_en-US" xlink:label="lab_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AwardTypeAxis" xlink:label="loc_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950" xlink:to="lab_us-gaap_AwardTypeAxis_9DEC95CDAA476C1BB6BDFBED84775950" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Award [Domain]</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Award [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_4B5DCCC2D5FFE2466E75FBED847765EA" xlink:type="arc" />
    <link:label id="lab_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164_terseLabel_en-US" xlink:label="lab_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Performance Shares [Member]</link:label>
    <link:label id="lab_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164_label_en-US" xlink:label="lab_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Performance Shares [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PerformanceSharesMember" xlink:label="loc_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164" xlink:to="lab_us-gaap_PerformanceSharesMember_E3D209370972A3FC0D77FBED8477E164" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217_terseLabel_en-US" xlink:label="lab_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Class of Stock [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217_label_en-US" xlink:label="lab_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Class of Stock [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementClassOfStockAxis" xlink:label="loc_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217" xlink:to="lab_us-gaap_StatementClassOfStockAxis_A0D4A767A2334FA677B2FBED84773217" xlink:type="arc" />
    <link:label id="lab_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C_terseLabel_en-US" xlink:label="lab_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Class of Stock [Domain]</link:label>
    <link:label id="lab_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C_label_en-US" xlink:label="lab_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Class of Stock [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassOfStockDomain" xlink:label="loc_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C" xlink:to="lab_us-gaap_ClassOfStockDomain_EBF29EE1BB7B87FE2308FBED84788F9C" xlink:type="arc" />
    <link:label id="lab_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7_terseLabel_en-US" xlink:label="lab_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Range [Axis]</link:label>
    <link:label id="lab_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7_label_en-US" xlink:label="lab_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Range [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeAxis" xlink:label="loc_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7" xlink:to="lab_srt_RangeAxis_A183D0ABB8834ACC43CAFBED84785CA7" xlink:type="arc" />
    <link:label id="lab_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1_terseLabel_en-US" xlink:label="lab_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:label id="lab_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1_label_en-US" xlink:label="lab_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeMember" xlink:label="loc_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1" xlink:to="lab_srt_RangeMember_2214A359730FB302AA90FBED8478E1B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7_terseLabel_en-US" xlink:label="lab_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vesting [Axis]</link:label>
    <link:label id="lab_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7_label_en-US" xlink:label="lab_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vesting [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VestingAxis" xlink:label="loc_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7" xlink:to="lab_us-gaap_VestingAxis_4FF6E5B36C6F886BEEF9FBED84786DF7" xlink:type="arc" />
    <link:label id="lab_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660_terseLabel_en-US" xlink:label="lab_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vesting [Domain]</link:label>
    <link:label id="lab_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660_label_en-US" xlink:label="lab_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vesting [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VestingDomain" xlink:label="loc_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660" xlink:to="lab_us-gaap_VestingDomain_8EDEC5F99DEBB87E0A8CFBED8479C660" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award [Line Items]</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_D31921C494E29DF252F8FBED84798C05" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of performance shares granted</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Grants in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F9D5E38D75CF07D83012FBED8479F38F" xlink:type="arc" />
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530_terseLabel_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Non-Option Equity Instruments, Estimated Forfeitures</link:label>
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530_label_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Non-Option Equity Instruments, Estimated Forfeitures</link:label>
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530_documentation_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Non-Option Equity Instruments, Estimated Forfeitures</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures" xlink:label="loc_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:to="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardNonOptionEquityInstrumentsEstimatedForfeitures_4C515C4BDC0135056F6EFBED847F8530" xlink:type="arc" />
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002_terseLabel_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Expected to Vest</link:label>
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002_label_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Expected to Vest</link:label>
    <link:label id="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002_documentation_en-US" xlink:label="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Expected to Vest</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest" xlink:label="loc_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:to="lab_clf_SharebasedCompensationArrangementbySharebasedPaymentAwardEquityInstrumentsOtherthanOptionsExpectedtoVest_4356DECB133859FF26F0FBED847F0002" xlink:type="arc" />
    <link:label id="lab_us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract_8AA5C78813B028CB3B92A6D81602BAF3_label_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract_8AA5C78813B028CB3B92A6D81602BAF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operations and Disposal Groups [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract" xlink:label="loc_us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract_8AA5C78813B028CB3B92A6D81602BAF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract_8AA5C78813B028CB3B92A6D81602BAF3" xlink:to="lab_us-gaap_DiscontinuedOperationsAndDisposalGroupsAbstract_8AA5C78813B028CB3B92A6D81602BAF3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DISCONTINUED OPERATIONS</link:label>
    <link:label id="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B_label_en-US" xlink:label="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Groups, Including Discontinued Operations, Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock" xlink:label="loc_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B" xlink:to="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsDisclosureTextBlock_94124899BB8E5F1AEBF1A6D816021C6B" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Taxes</link:label>
    <link:label id="lab_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616_label_en-US" xlink:label="lab_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxDisclosureTextBlock" xlink:label="loc_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616" xlink:to="lab_us-gaap_IncomeTaxDisclosureTextBlock_7ABEAB098F837BCA22CBFBED8AED8616" xlink:type="arc" />
    <link:label id="lab_us-gaap_SupplementalCashFlowInformationAbstract_C6BB303EC3A66038E61BFBED8BA54E6E_label_en-US" xlink:label="lab_us-gaap_SupplementalCashFlowInformationAbstract_C6BB303EC3A66038E61BFBED8BA54E6E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Supplemental Cash Flow Information [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SupplementalCashFlowInformationAbstract" xlink:label="loc_us-gaap_SupplementalCashFlowInformationAbstract_C6BB303EC3A66038E61BFBED8BA54E6E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SupplementalCashFlowInformationAbstract_C6BB303EC3A66038E61BFBED8BA54E6E" xlink:to="lab_us-gaap_SupplementalCashFlowInformationAbstract_C6BB303EC3A66038E61BFBED8BA54E6E" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669_terseLabel_en-US" xlink:label="lab_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash Flow Information</link:label>
    <link:label id="lab_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669_label_en-US" xlink:label="lab_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash Flow, Supplemental Disclosures [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashFlowSupplementalDisclosuresTextBlock" xlink:label="loc_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669" xlink:to="lab_us-gaap_CashFlowSupplementalDisclosuresTextBlock_83960ACB6B6B2143AD99FBED8BA60669" xlink:type="arc" />
    <link:label id="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C_terseLabel_en-US" xlink:label="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">A&amp;R 2015 Equity Plan [Member]</link:label>
    <link:label id="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C_label_en-US" xlink:label="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">A&amp;R 2015 Equity Plan [Member]</link:label>
    <link:label id="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C_documentation_en-US" xlink:label="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A&amp;R 2015 Equity Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AR2015EquityPlanMember" xlink:label="loc_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:to="lab_clf_AR2015EquityPlanMember_378B671BD596E76DD8A2C394793D4B1C" xlink:type="arc" />
    <link:label id="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC_terseLabel_en-US" xlink:label="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2015 Equity Plan [Member]</link:label>
    <link:label id="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC_label_en-US" xlink:label="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">2015 Equity Plan [Member]</link:label>
    <link:label id="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC_documentation_en-US" xlink:label="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">2015 Equity Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_A2015EquityPlanMember" xlink:label="loc_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:to="lab_clf_A2015EquityPlanMember_A4195BF97F38B25AA31DC394793DF1FC" xlink:type="arc" />
    <link:label id="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457_terseLabel_en-US" xlink:label="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amended 2015 Equity Plan [Domain]</link:label>
    <link:label id="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457_label_en-US" xlink:label="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amended 2015 Equity Plan [Domain]</link:label>
    <link:label id="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457_documentation_en-US" xlink:label="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amended 2015 Equity Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Amended2015EquityPlanDomain" xlink:label="loc_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:to="lab_clf_Amended2015EquityPlanDomain_2BA95CE600E5843E4289C3B65C2DE457" xlink:type="arc" />
    <link:label id="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769_terseLabel_en-US" xlink:label="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2012 Equity Plan [Member]</link:label>
    <link:label id="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769_label_en-US" xlink:label="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand Twelve Equity Plan [Member]</link:label>
    <link:label id="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769_documentation_en-US" xlink:label="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand Twelve Equity Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TwoThousandTwelveEquityPlanMember" xlink:label="loc_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:to="lab_clf_TwoThousandTwelveEquityPlanMember_1BB8EA29D41CBB4CF2F5C394793EA769" xlink:type="arc" />
    <link:label id="lab_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239_terseLabel_en-US" xlink:label="lab_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted Stock Units (RSUs) [Member]</link:label>
    <link:label id="lab_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239_label_en-US" xlink:label="lab_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Stock Units (RSUs) [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RestrictedStockUnitsRSUMember" xlink:label="loc_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239" xlink:to="lab_us-gaap_RestrictedStockUnitsRSUMember_93293AED6323555CC643C394793FB239" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Stock Option [Member]</link:label>
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69_label_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Stock Option [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeStockOptionMember" xlink:label="loc_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69" xlink:to="lab_us-gaap_EmployeeStockOptionMember_3507A9E9055826A9C3BDC394793F2F69" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, Restricted Stock Award, Gross</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, Restricted Stock Award, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_C9F3472A91C22D7F865EC39479417DE8" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3_terseLabel_en-US" xlink:label="lab_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">STOCK COMPENSATION PLANS</link:label>
    <link:label id="lab_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3_label_en-US" xlink:label="lab_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disclosure of Compensation Related Costs, Share-based Payments [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock" xlink:label="loc_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3" xlink:to="lab_us-gaap_DisclosureOfCompensationRelatedCostsShareBasedPaymentsTextBlock_B0AB5CF99C9E25BFBF44FBED8D02ABC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_EnvironmentalRemediationObligationsAbstract_26D4FE365AD679CBA9CEFBED8F00EA3F_label_en-US" xlink:label="lab_us-gaap_EnvironmentalRemediationObligationsAbstract_26D4FE365AD679CBA9CEFBED8F00EA3F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Remediation Obligations [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EnvironmentalRemediationObligationsAbstract" xlink:label="loc_us-gaap_EnvironmentalRemediationObligationsAbstract_26D4FE365AD679CBA9CEFBED8F00EA3F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EnvironmentalRemediationObligationsAbstract_26D4FE365AD679CBA9CEFBED8F00EA3F" xlink:to="lab_us-gaap_EnvironmentalRemediationObligationsAbstract_26D4FE365AD679CBA9CEFBED8F00EA3F" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC_terseLabel_en-US" xlink:label="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Environmental Loss Contingencies and Asset Retirement Obligations [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC_label_en-US" xlink:label="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Environmental Loss Contingencies and Asset Retirement Obligations [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC_documentation_en-US" xlink:label="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule of Environmental Loss Contingencies and Asset Retirement Obligations [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock" xlink:label="loc_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:to="lab_clf_ScheduleofEnvironmentalLossContingenciesandAssetRetirementObligationsTableTextBlock_FD54142019E035EAD61EFBED8F0064EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligations</link:label>
    <link:label id="lab_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1_label_en-US" xlink:label="lab_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Change in Asset Retirement Obligation [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1" xlink:to="lab_us-gaap_ScheduleOfChangeInAssetRetirementObligationTableTextBlock_9313E5C002A795B2F9C8FBED8F01B1F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentAbstract_9CCE8AC58D2ACAFAE910B624DE26D3DD_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentAbstract_9CCE8AC58D2ACAFAE910B624DE26D3DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAbstract" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAbstract_9CCE8AC58D2ACAFAE910B624DE26D3DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAbstract_9CCE8AC58D2ACAFAE910B624DE26D3DD" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentAbstract_9CCE8AC58D2ACAFAE910B624DE26D3DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0_terseLabel_en-US" xlink:label="lab_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation</link:label>
    <link:label id="lab_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0_label_en-US" xlink:label="lab_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Depreciation" xlink:label="loc_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0" xlink:to="lab_us-gaap_Depreciation_D9C720958C361481C354B62AE21076E0" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239_terseLabel_en-US" xlink:label="lab_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest capitalized</link:label>
    <link:label id="lab_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239_label_en-US" xlink:label="lab_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Costs Capitalized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestCostsCapitalized" xlink:label="loc_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239" xlink:to="lab_us-gaap_InterestCostsCapitalized_8AEFDF23384B13B3F7C1B62AE21D3239" xlink:type="arc" />
    <link:label id="lab_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26_terseLabel_en-US" xlink:label="lab_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depletion</link:label>
    <link:label id="lab_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26_label_en-US" xlink:label="lab_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depletion</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Depletion" xlink:label="loc_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26" xlink:to="lab_us-gaap_Depletion_C80273FB03026C040EE3B62AE21FCF26" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract_1F9151762A95251CBA49FBED8CA2CF3E_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract_1F9151762A95251CBA49FBED8CA2CF3E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instruments and Hedging Activities Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract" xlink:label="loc_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract_1F9151762A95251CBA49FBED8CA2CF3E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract_1F9151762A95251CBA49FBED8CA2CF3E" xlink:to="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureAbstract_1F9151762A95251CBA49FBED8CA2CF3E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DERIVATIVE INSTRUMENTS AND HEDGING ACTIVITIES</link:label>
    <link:label id="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instruments and Hedging Activities Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock" xlink:label="loc_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18" xlink:to="lab_us-gaap_DerivativeInstrumentsAndHedgingActivitiesDisclosureTextBlock_3C1D905074CCF3FC105CFBED8CA2BC18" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1_terseLabel_en-US" xlink:label="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Derivatives in Fair Value Hedging Relationships, Statements of Financial Performance and Financial Position, Location [Table]</link:label>
    <link:label id="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1_label_en-US" xlink:label="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Derivatives in Fair Value Hedging Relationships, Statements of Financial Performance and Financial Position, Location [Table]</link:label>
    <link:label id="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1_documentation_en-US" xlink:label="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule of Derivatives in Fair Value Hedging Relationships, Statements of Financial Performance and Financial Position, Location [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable" xlink:label="loc_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:to="lab_clf_ScheduleofDerivativesinFairValueHedgingRelationshipsStatementsofFinancialPerformanceandFinancialPositionLocationTable_AF56C67076E09F16C92FC473616478B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementLocationDomain_C312605F1EF26DBD061AC4736164BC31_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationDomain_C312605F1EF26DBD061AC4736164BC31" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Statements of Consolidated Operations Location [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationDomain" xlink:label="loc_us-gaap_IncomeStatementLocationDomain_C312605F1EF26DBD061AC4736164BC31" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementLocationDomain_C312605F1EF26DBD061AC4736164BC31" xlink:to="lab_us-gaap_IncomeStatementLocationDomain_C312605F1EF26DBD061AC4736164BC31" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instrument [Axis]</link:label>
    <link:label id="lab_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instrument [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentRiskAxis" xlink:label="loc_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45" xlink:to="lab_us-gaap_DerivativeInstrumentRiskAxis_CD0CB2A1C67A3A799A51C4736164FE45" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Contract [Domain]</link:label>
    <link:label id="lab_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31_label_en-US" xlink:label="lab_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Contract [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeContractTypeDomain" xlink:label="loc_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31" xlink:to="lab_us-gaap_DerivativeContractTypeDomain_01AC5154789857E65B59C47361645F31" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3_terseLabel_en-US" xlink:label="lab_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Rate Swap [Member]</link:label>
    <link:label id="lab_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3_label_en-US" xlink:label="lab_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Rate Swap [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestRateSwapMember" xlink:label="loc_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3" xlink:to="lab_us-gaap_InterestRateSwapMember_A52BCB5F9867B8B7103CC473616498F3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instruments, Gain (Loss) [Line Items]</link:label>
    <link:label id="lab_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instruments, Gain (Loss) [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsGainLossLineItems" xlink:label="loc_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434" xlink:to="lab_us-gaap_DerivativeInstrumentsGainLossLineItems_F6036D3BEA7AF38800A6C47361642434" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfFinancialPositionAbstract_99E7483A0F01188DBA84C303FABFD7EB_label_en-US" xlink:label="lab_us-gaap_StatementOfFinancialPositionAbstract_99E7483A0F01188DBA84C303FABFD7EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Financial Position [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfFinancialPositionAbstract" xlink:label="loc_us-gaap_StatementOfFinancialPositionAbstract_99E7483A0F01188DBA84C303FABFD7EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfFinancialPositionAbstract_99E7483A0F01188DBA84C303FABFD7EB" xlink:to="lab_us-gaap_StatementOfFinancialPositionAbstract_99E7483A0F01188DBA84C303FABFD7EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ASSETS</link:label>
    <link:label id="lab_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF_label_en-US" xlink:label="lab_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsAbstract" xlink:label="loc_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF" xlink:to="lab_us-gaap_AssetsAbstract_D06F0175E361D38BA9E5C303FABF92EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CURRENT ASSETS</link:label>
    <link:label id="lab_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0_label_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsCurrentAbstract" xlink:label="loc_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0" xlink:to="lab_us-gaap_AssetsCurrentAbstract_594300E5F4350FDB6FE3C303FABF01B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0" xlink:to="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_384FC4F2888D295C9210C303FABF1AB0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145_terseLabel_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounts receivable, net</link:label>
    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145_label_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounts Receivable, Net, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsReceivableNetCurrent" xlink:label="loc_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145" xlink:to="lab_us-gaap_AccountsReceivableNetCurrent_98F82F21D7BE95AE029FC303FABF6145" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventories</link:label>
    <link:label id="lab_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D_label_en-US" xlink:label="lab_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryNet" xlink:label="loc_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D" xlink:to="lab_us-gaap_InventoryNet_A86B26B33066E949C72BC303FABF914D" xlink:type="arc" />
    <link:label id="lab_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8_terseLabel_en-US" xlink:label="lab_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Supplies and other inventories</link:label>
    <link:label id="lab_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8_label_en-US" xlink:label="lab_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Supplies</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Supplies" xlink:label="loc_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8" xlink:to="lab_us-gaap_Supplies_082218C6E3BA32D21159C303FABFE9F8" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative assets</link:label>
    <link:label id="lab_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9_label_en-US" xlink:label="lab_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Asset, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeAssetsCurrent" xlink:label="loc_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9" xlink:to="lab_us-gaap_DerivativeAssetsCurrent_96B77BC4CB6DDC9FCC72C303FABF85E9" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income tax receivable, current</link:label>
    <link:label id="lab_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205_label_en-US" xlink:label="lab_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Taxes Receivable, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxesReceivable" xlink:label="loc_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205" xlink:to="lab_us-gaap_IncomeTaxesReceivable_15CAB1DEFDD3D7273DADC303FABF2205" xlink:type="arc" />
    <link:label id="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7_terseLabel_en-US" xlink:label="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans to and accounts receivables from the Canadian Entities</link:label>
    <link:label id="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7_label_en-US" xlink:label="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans to and accounts receivables from the Canadian Entities</link:label>
    <link:label id="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7_documentation_en-US" xlink:label="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Loans to and accounts receivables from the Canadian Entities</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LoanstoandaccountsreceivablesfromtheCanadianEntities" xlink:label="loc_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:to="lab_clf_LoanstoandaccountsreceivablesfromtheCanadianEntities_C6A66385E1C71C45B8F8C303FABF17C7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current assets of discontinued operations</link:label>
    <link:label id="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4_label_en-US" xlink:label="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent" xlink:label="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4" xlink:to="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_7755A2B1F326A3E3F0B7C303FABF87E4" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other current assets</link:label>
    <link:label id="lab_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9_label_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAssetsCurrent" xlink:label="loc_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9" xlink:to="lab_us-gaap_OtherAssetsCurrent_689055266ACED8169A13C303FABFA4D9" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58_totalLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL CURRENT ASSETS</link:label>
    <link:label id="lab_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58_label_en-US" xlink:label="lab_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsCurrent" xlink:label="loc_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58" xlink:to="lab_us-gaap_AssetsCurrent_42F06A0701B445C07806C303FABF0A58" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">PROPERTY, PLANT AND EQUIPMENT, NET</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentNet" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentNet_19D760FAA9BC3944AA49C303FABF6292" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER ASSETS</link:label>
    <link:label id="lab_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4_label_en-US" xlink:label="lab_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Noncurrent [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAssetsNoncurrentAbstract" xlink:label="loc_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4" xlink:to="lab_us-gaap_OtherAssetsNoncurrentAbstract_B41A87E78CA8B244914CC303FABF64C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775_terseLabel_en-US" xlink:label="lab_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deposits for property, plant and equipment</link:label>
    <link:label id="lab_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775_label_en-US" xlink:label="lab_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Expense and Other Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrepaidExpenseAndOtherAssets" xlink:label="loc_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775" xlink:to="lab_us-gaap_PrepaidExpenseAndOtherAssets_85B13635C026075F6BF9C303FABFF775" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income tax receivable, non-current</link:label>
    <link:label id="lab_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434_label_en-US" xlink:label="lab_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Taxes Receivable, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxesReceivableNoncurrent" xlink:label="loc_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434" xlink:to="lab_us-gaap_IncomeTaxesReceivableNoncurrent_9CC5B6CF78E2B6600C15C303FACF0434" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred income taxes</link:label>
    <link:label id="lab_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433_label_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Income Tax Assets, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredIncomeTaxAssetsNet" xlink:label="loc_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433" xlink:to="lab_us-gaap_DeferredIncomeTaxAssetsNet_B8233DF76C5B2E57CB12C303FACFA433" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-current assets of discontinued operations</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Assets, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAssetsNoncurrent_083571563848B9852BC5C303FACFE7F0" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other non-current assets</link:label>
    <link:label id="lab_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E_label_en-US" xlink:label="lab_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAssetsNoncurrent" xlink:label="loc_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E" xlink:to="lab_us-gaap_OtherAssetsNoncurrent_D1942C5A3834094FB4E5C303FACFA76E" xlink:type="arc" />
    <link:label id="lab_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E_totalLabel_en-US" xlink:label="lab_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL ASSETS</link:label>
    <link:label id="lab_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E_label_en-US" xlink:label="lab_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Assets" xlink:label="loc_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E" xlink:to="lab_us-gaap_Assets_9CBFEE4329F509054FDDC303FACF874E" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">LIABILITIES</link:label>
    <link:label id="lab_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesAbstract" xlink:label="loc_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500" xlink:to="lab_us-gaap_LiabilitiesAbstract_A6EF7938F958EB9F8FBBC303FACF4500" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CURRENT LIABILITIES</link:label>
    <link:label id="lab_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873_label_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities, Current [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesCurrentAbstract" xlink:label="loc_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873" xlink:to="lab_us-gaap_LiabilitiesCurrentAbstract_7EA91F261BC24580A887C303FACF1873" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B_terseLabel_en-US" xlink:label="lab_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounts payable</link:label>
    <link:label id="lab_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B_label_en-US" xlink:label="lab_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounts Payable, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsPayableCurrent" xlink:label="loc_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B" xlink:to="lab_us-gaap_AccountsPayableCurrent_72D2F19BE198C9A693DEC303FACFBD3B" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued employment costs</link:label>
    <link:label id="lab_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8_label_en-US" xlink:label="lab_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee-related Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeRelatedLiabilitiesCurrent" xlink:label="loc_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8" xlink:to="lab_us-gaap_EmployeeRelatedLiabilitiesCurrent_994065D120E6133E61B7C303FACFDFC8" xlink:type="arc" />
    <link:label id="lab_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF_terseLabel_en-US" xlink:label="lab_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">State and local taxes payable</link:label>
    <link:label id="lab_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF_label_en-US" xlink:label="lab_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Taxes Payable, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TaxesPayableCurrent" xlink:label="loc_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF" xlink:to="lab_us-gaap_TaxesPayableCurrent_1723EFA253A63275CC60C303FACF67AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued interest</link:label>
    <link:label id="lab_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4_label_en-US" xlink:label="lab_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Payable, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPayableCurrent" xlink:label="loc_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4" xlink:to="lab_us-gaap_InterestPayableCurrent_7C48FBF080E42F3AEC06C303FACF7AA4" xlink:type="arc" />
    <link:label id="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D_terseLabel_en-US" xlink:label="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent claims</link:label>
    <link:label id="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D_label_en-US" xlink:label="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reserve for unasserted claims in CCAA</link:label>
    <link:label id="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D_documentation_en-US" xlink:label="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reserve for unasserted claims in CCAA</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReserveforunassertedclaimsinCCAA" xlink:label="loc_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:to="lab_clf_ReserveforunassertedclaimsinCCAA_4197408A105313E4291EC303FACFBB2D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA_terseLabel_en-US" xlink:label="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Partnership distribution payable</link:label>
    <link:label id="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA_label_en-US" xlink:label="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Non-bank Loans and Notes Payable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShortTermNonBankLoansAndNotesPayable" xlink:label="loc_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA" xlink:to="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_5D540B5A2071A88DCBF1C303FACF84FA" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current liabilities of discontinued operations</link:label>
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898_label_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent" xlink:label="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898" xlink:to="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationCurrent_4AF4C4F0FB15A9ACD731C303FACF1898" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638_terseLabel_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other current liabilities</link:label>
    <link:label id="lab_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638_label_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherLiabilitiesCurrent" xlink:label="loc_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638" xlink:to="lab_us-gaap_OtherLiabilitiesCurrent_3C525FD5D06EE2174683C303FACF3638" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA_totalLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL CURRENT LIABILITIES</link:label>
    <link:label id="lab_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA_label_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesCurrent" xlink:label="loc_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA" xlink:to="lab_us-gaap_LiabilitiesCurrent_A8AA22E584A208313C50C303FACF7FEA" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B_terseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">POSTEMPLOYMENT BENEFIT LIABILITIES</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability, Defined Benefit Plan, Noncurrent [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract" xlink:label="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B" xlink:to="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrentAbstract_92EDB00CF26DF7A441A7C303FACF3C1B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pensions</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability, Defined Benefit Pension Plan, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent" xlink:label="loc_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00" xlink:to="lab_us-gaap_DefinedBenefitPensionPlanLiabilitiesNoncurrent_707B4FD23C9BD29CAED1C303FACFDE00" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44_terseLabel_en-US" xlink:label="lab_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other postretirement benefits</link:label>
    <link:label id="lab_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44_label_en-US" xlink:label="lab_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability, Other Postretirement Defined Benefit Plan, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent" xlink:label="loc_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44" xlink:to="lab_us-gaap_OtherPostretirementDefinedBenefitPlanLiabilitiesNoncurrent_021F425EE7342B70603BC303FACF2D44" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5_totalLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL POSTEMPLOYMENT BENEFIT LIABILITIES</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability, Defined Benefit Plan, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent" xlink:label="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5" xlink:to="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_6A3B1A695AA77DCFD203C303FACF33C5" xlink:type="arc" />
    <link:label id="lab_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9_terseLabel_en-US" xlink:label="lab_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ENVIRONMENTAL AND MINE CLOSURE OBLIGATIONS</link:label>
    <link:label id="lab_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9_label_en-US" xlink:label="lab_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mine Reclamation and Closing Liability, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MineReclamationAndClosingLiabilityNoncurrent" xlink:label="loc_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9" xlink:to="lab_us-gaap_MineReclamationAndClosingLiabilityNoncurrent_C52F84801867E99D7331C303FACFE5B9" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07_verboseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">LONG-TERM DEBT</link:label>
    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07_label_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Excluding Current Maturities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtNoncurrent" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07" xlink:to="lab_us-gaap_LongTermDebtNoncurrent_97AE1FD5263A942EBBE8C303FACFDF07" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">NON-CURRENT LIABILITIES OF DISCONTINUED OPERATIONS</link:label>
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6_label_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Liabilities, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent" xlink:label="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6" xlink:to="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_8680ED448696F052C345C303FACF1AE6" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE_terseLabel_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER LIABILITIES</link:label>
    <link:label id="lab_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE_label_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Liabilities, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherLiabilitiesNoncurrent" xlink:label="loc_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE" xlink:to="lab_us-gaap_OtherLiabilitiesNoncurrent_7919D5D61973AD42E83AC303FACFEEAE" xlink:type="arc" />
    <link:label id="lab_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946_totalLabel_en-US" xlink:label="lab_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL LIABILITIES</link:label>
    <link:label id="lab_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946_label_en-US" xlink:label="lab_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Liabilities" xlink:label="loc_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946" xlink:to="lab_us-gaap_Liabilities_64210D66A41B364D975EC303FACF2946" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E_terseLabel_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">COMMITMENTS AND CONTINGENCIES (SEE NOTE 19)</link:label>
    <link:label id="lab_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E_label_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitments and Contingencies</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommitmentsAndContingencies" xlink:label="loc_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E" xlink:to="lab_us-gaap_CommitmentsAndContingencies_7C207280AEEB10F8E1F9C303FACF160E" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EQUITY</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity, Including Portion Attributable to Noncontrolling Interest [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterestAbstract_301145C2048BD15557F3C303FACF4E50" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CLIFFS SHAREHOLDERS' EQUITY (DEFICIT)</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Attributable to Parent [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityAbstract" xlink:label="loc_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57" xlink:to="lab_us-gaap_StockholdersEquityAbstract_9E78D07F0D02EE89EB4AC303FACF3A57" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Shares - par value $0.125 per share, Authorized - 600,000,000 shares (2017 - 600,000,000 shares); Issued - 301,886,794 shares (2017 - 301,886,794) shares); Outstanding - 292,611,569 shares (2017 - 297,400,968) shares)</link:label>
    <link:label id="lab_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF_label_en-US" xlink:label="lab_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Value, Outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockValueOutstanding" xlink:label="loc_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF" xlink:to="lab_us-gaap_CommonStockValueOutstanding_8EACAF7633BC35C8304DC303FACF10EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8_terseLabel_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital in excess of par value of shares</link:label>
    <link:label id="lab_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8_label_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Additional Paid in Capital</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdditionalPaidInCapital" xlink:label="loc_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8" xlink:to="lab_us-gaap_AdditionalPaidInCapital_1BFAEAD95B87D1C2697EC303FACF42C8" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124_terseLabel_en-US" xlink:label="lab_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retained deficit</link:label>
    <link:label id="lab_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124_label_en-US" xlink:label="lab_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retained Earnings (Accumulated Deficit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetainedEarningsAccumulatedDeficit" xlink:label="loc_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124" xlink:to="lab_us-gaap_RetainedEarningsAccumulatedDeficit_2B20D85E9E9F4A1B53FBC303FACF2124" xlink:type="arc" />
    <link:label id="lab_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496_negatedLabel_en-US" xlink:label="lab_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Cost of 9,275,225 common shares in treasury (2017 - 4,485,826 shares)</link:label>
    <link:label id="lab_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496_label_en-US" xlink:label="lab_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Treasury Stock, Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TreasuryStockValue" xlink:label="loc_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496" xlink:to="lab_us-gaap_TreasuryStockValue_E355F8F291EBE61DA31CC303FACF6496" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated other comprehensive loss</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_246BF4F5D20E4FF09265C303FACFB1DB" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181_totalLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL CLIFFS SHAREHOLDERS' EQUITY (DEFICIT)</link:label>
    <link:label id="lab_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181_label_en-US" xlink:label="lab_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquity" xlink:label="loc_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181" xlink:to="lab_us-gaap_StockholdersEquity_95F9A0BF29EDCE0710A5C303FACFF181" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC_terseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">NONCONTROLLING INTEREST</link:label>
    <link:label id="lab_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC_label_en-US" xlink:label="lab_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterest" xlink:label="loc_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC" xlink:to="lab_us-gaap_MinorityInterest_528C6E02C75B40C8A700C303FACF11EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD_totalLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL EQUITY (DEFICIT)</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity, Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_E6F2BEDBBD0924F9B615C303FACFC9FD" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8_totalLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL LIABILITIES AND EQUITY (DEFICIT)</link:label>
    <link:label id="lab_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities and Equity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquity" xlink:label="loc_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8" xlink:to="lab_us-gaap_LiabilitiesAndStockholdersEquity_C328DD039E7B8920E42FC303FACFC9C8" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementAbstract_9AC2C61EA3D17EC7D716C303FAA04602_label_en-US" xlink:label="lab_us-gaap_IncomeStatementAbstract_9AC2C61EA3D17EC7D716C303FAA04602" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementAbstract" xlink:label="loc_us-gaap_IncomeStatementAbstract_9AC2C61EA3D17EC7D716C303FAA04602" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementAbstract_9AC2C61EA3D17EC7D716C303FAA04602" xlink:to="lab_us-gaap_IncomeStatementAbstract_9AC2C61EA3D17EC7D716C303FAA04602" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89_terseLabel_en-US" xlink:label="lab_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Values Derivatives, Balance Sheet Location, by Derivative Contract Type [Table]</link:label>
    <link:label id="lab_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89_label_en-US" xlink:label="lab_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Values Derivatives, Balance Sheet Location, by Derivative Contract Type [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable" xlink:label="loc_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89" xlink:to="lab_us-gaap_FairValuesDerivativesBalanceSheetLocationByDerivativeContractTypeByHedgingDesignationTable_56825B6A47983E0A1D09C8557F21ED89" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Approach and Technique [Axis]</link:label>
    <link:label id="lab_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E_label_en-US" xlink:label="lab_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation Approach and Technique [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationTechniqueAxis" xlink:label="loc_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E" xlink:to="lab_us-gaap_ValuationTechniqueAxis_1AE1C00CD0A9185F727AC8557F310A0E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Approach and Technique [Domain]</link:label>
    <link:label id="lab_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B_label_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation Approach and Technique [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationTechniqueDomain" xlink:label="loc_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B" xlink:to="lab_us-gaap_ValuationTechniqueDomain_DB51971A7BEB82248995C8557F31322B" xlink:type="arc" />
    <link:label id="lab_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C_terseLabel_en-US" xlink:label="lab_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation, Market Approach [Member]</link:label>
    <link:label id="lab_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C_label_en-US" xlink:label="lab_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation, Market Approach [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MarketApproachValuationTechniqueMember" xlink:label="loc_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C" xlink:to="lab_us-gaap_MarketApproachValuationTechniqueMember_3BBD951FA6E25377C615C8557F31C85C" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Axis]</link:label>
    <link:label id="lab_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD_label_en-US" xlink:label="lab_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByFairValueHierarchyLevelAxis" xlink:label="loc_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD" xlink:to="lab_us-gaap_FairValueByFairValueHierarchyLevelAxis_B629798848AC9C0CD88EC8557F31F4DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:label="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539" xlink:to="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_4945E892D63233F341FEC8557F31C539" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 2 [Member]</link:label>
    <link:label id="lab_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 2 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel2Member" xlink:label="loc_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F" xlink:to="lab_us-gaap_FairValueInputsLevel2Member_5DE9B957DB62E63A3481C8557F31335F" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 3 [Member]</link:label>
    <link:label id="lab_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 3 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel3Member" xlink:label="loc_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B" xlink:to="lab_us-gaap_FairValueInputsLevel3Member_F53DF4978382336E9284C8557F31196B" xlink:type="arc" />
    <link:label id="lab_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B_terseLabel_en-US" xlink:label="lab_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hedging Designation [Axis]</link:label>
    <link:label id="lab_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B_label_en-US" xlink:label="lab_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hedging Designation [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_HedgingDesignationAxis" xlink:label="loc_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B" xlink:to="lab_us-gaap_HedgingDesignationAxis_A281224781E2F778CEDCC8557F31B64B" xlink:type="arc" />
    <link:label id="lab_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE_terseLabel_en-US" xlink:label="lab_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hedging Designation [Domain]</link:label>
    <link:label id="lab_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE_label_en-US" xlink:label="lab_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hedging Designation [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_HedgingDesignationDomain" xlink:label="loc_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE" xlink:to="lab_us-gaap_HedgingDesignationDomain_EC8A9C6E414BD1E066F9C8557F31C7AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB_terseLabel_en-US" xlink:label="lab_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Designated as Hedging Instrument [Member]</link:label>
    <link:label id="lab_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB_label_en-US" xlink:label="lab_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Designated as Hedging Instrument [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DesignatedAsHedgingInstrumentMember" xlink:label="loc_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB" xlink:to="lab_us-gaap_DesignatedAsHedgingInstrumentMember_91593E061EC26B677E42C9F9DA62A6AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A_terseLabel_en-US" xlink:label="lab_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Not Designated as Hedging Instrument [Member]</link:label>
    <link:label id="lab_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A_label_en-US" xlink:label="lab_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Not Designated as Hedging Instrument [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NondesignatedMember" xlink:label="loc_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A" xlink:to="lab_us-gaap_NondesignatedMember_B33A3388D44AE6A1E6C3C8557F319B6A" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394_terseLabel_en-US" xlink:label="lab_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Commodity Contract [Member]</link:label>
    <link:label id="lab_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394_label_en-US" xlink:label="lab_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commodity Contract [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommodityContractMember" xlink:label="loc_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394" xlink:to="lab_us-gaap_CommodityContractMember_D6B53D1BB2E597668C5EC8557F317394" xlink:type="arc" />
    <link:label id="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5_terseLabel_en-US" xlink:label="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer Supply Agreement [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5_label_en-US" xlink:label="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Customer Supply Agreement [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5_documentation_en-US" xlink:label="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Customer Supply Agreement [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CustomerSupplyAgreementMember" xlink:label="loc_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:to="lab_clf_CustomerSupplyAgreementMember_DF21127C013C9DA7660BC8557F3135F5" xlink:type="arc" />
    <link:label id="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236_terseLabel_en-US" xlink:label="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Provisional Pricing Arrangements [Member]</link:label>
    <link:label id="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236_label_en-US" xlink:label="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provisional Pricing Arrangements [Member]</link:label>
    <link:label id="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236_documentation_en-US" xlink:label="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Provisional Pricing Arrangements [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ProvisionalPricingArrangementsMember" xlink:label="loc_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:to="lab_clf_ProvisionalPricingArrangementsMember_F3177D48E098451869FAC8557F31E236" xlink:type="arc" />
    <link:label id="lab_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE_terseLabel_en-US" xlink:label="lab_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Balance Sheet Location [Axis]</link:label>
    <link:label id="lab_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE_label_en-US" xlink:label="lab_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Balance Sheet Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationAxis" xlink:label="loc_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE" xlink:to="lab_us-gaap_BalanceSheetLocationAxis_CCD7963DADDD7A7E1717C8557F31F4AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576_terseLabel_en-US" xlink:label="lab_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Balance Sheet Location [Domain]</link:label>
    <link:label id="lab_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576_label_en-US" xlink:label="lab_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Balance Sheet Location [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationDomain" xlink:label="loc_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576" xlink:to="lab_us-gaap_BalanceSheetLocationDomain_8366CF2B94917E55F459C8557F31B576" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Current Assets [Member]</link:label>
    <link:label id="lab_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E_label_en-US" xlink:label="lab_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Current Assets [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherCurrentAssetsMember" xlink:label="loc_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E" xlink:to="lab_us-gaap_OtherCurrentAssetsMember_1CFBB439AAF662751AE5C8557F31F37E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Current Liabilities [Member]</link:label>
    <link:label id="lab_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529_label_en-US" xlink:label="lab_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Current Liabilities [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherCurrentLiabilitiesMember" xlink:label="loc_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529" xlink:to="lab_us-gaap_OtherCurrentLiabilitiesMember_342697CD3F0BEA9545BFC8557F317529" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivatives, Fair Value [Line Items]</link:label>
    <link:label id="lab_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74_label_en-US" xlink:label="lab_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivatives, Fair Value [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativesFairValueLineItems" xlink:label="loc_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74" xlink:to="lab_us-gaap_DerivativesFairValueLineItems_5207F52B9EC2739403C2C8557F316C74" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative asset, fair value</link:label>
    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3_label_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Asset, Fair Value, Gross Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeFairValueOfDerivativeAsset" xlink:label="loc_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3" xlink:to="lab_us-gaap_DerivativeFairValueOfDerivativeAsset_9B94BF82DBAA938D9B08C8557F311CF3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative liability, fair value</link:label>
    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7_label_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Liability, Fair Value, Gross Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeFairValueOfDerivativeLiability" xlink:label="loc_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7" xlink:to="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_C691C903B667C805BC69C8557F31EDB7" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingAbstract_C8ABB8177E1744507001FBED8EC26330_label_en-US" xlink:label="lab_us-gaap_SegmentReportingAbstract_C8ABB8177E1744507001FBED8EC26330" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingAbstract" xlink:label="loc_us-gaap_SegmentReportingAbstract_C8ABB8177E1744507001FBED8EC26330" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingAbstract_C8ABB8177E1744507001FBED8EC26330" xlink:to="lab_us-gaap_SegmentReportingAbstract_C8ABB8177E1744507001FBED8EC26330" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Segment Reporting Information, By Segment</link:label>
    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B_label_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Segment Reporting Information, by Segment [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock" xlink:label="loc_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B" xlink:to="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTextBlock_4C4BC7C6C533156E9703FBED8EC3F29B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7_terseLabel_en-US" xlink:label="lab_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Summary of Assets by Segment</link:label>
    <link:label id="lab_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7_label_en-US" xlink:label="lab_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reconciliation of Assets from Segment to Consolidated [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock" xlink:label="loc_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7" xlink:to="lab_us-gaap_ReconciliationOfAssetsFromSegmentToConsolidatedTextBlock_F25DEF072CF91F43E66BFBED8EC317A7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Revenue from External Customers and Long-Lived Assets, by Geographical Areas</link:label>
    <link:label id="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1_label_en-US" xlink:label="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Revenue from External Customers and Long-Lived Assets, by Geographical Areas [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1" xlink:to="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_9F78676868ED35C4F5FFFBED8EC376D1" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue from External Customers by Products and Services</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from External Customers by Products and Services [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock" xlink:label="loc_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F" xlink:to="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTextBlock_050241C92917827E0C72FBED8EC3F64F" xlink:type="arc" />
    <link:label id="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_B2C4C86DC04713F15BEDBECD56399012_label_en-US" xlink:label="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_B2C4C86DC04713F15BEDBECD56399012" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Organization, Consolidation and Presentation of Financial Statements [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:label="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_B2C4C86DC04713F15BEDBECD56399012" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_B2C4C86DC04713F15BEDBECD56399012" xlink:to="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_B2C4C86DC04713F15BEDBECD56399012" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F_label_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:label="loc_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F" xlink:to="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_E38CCFC51ECD588F35ECBECD5639229F" xlink:type="arc" />
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78_terseLabel_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Initial Application Period Cumulative Effect Transition [Axis]</link:label>
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78_label_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Initial Application Period Cumulative Effect Transition [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis" xlink:label="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78" xlink:to="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_A4D43EB87F3E74DD7453BECD5639EC78" xlink:type="arc" />
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B_terseLabel_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Initial Application Period Cumulative Effect Transition [Domain]</link:label>
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B_label_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Initial Application Period Cumulative Effect Transition [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain" xlink:label="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B" xlink:to="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_DDA32A5BD2F17CA1810ABECD5639550B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A_terseLabel_en-US" xlink:label="lab_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Difference between Revenue Guidance in Effect before and after Topic 606 [Member]</link:label>
    <link:label id="lab_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A_label_en-US" xlink:label="lab_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Difference between Revenue Guidance in Effect before and after Topic 606 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member" xlink:label="loc_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A" xlink:to="lab_us-gaap_DifferenceBetweenRevenueGuidanceInEffectBeforeAndAfterTopic606Member_DCC7F8A302E696144408BECD563AF63A" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments for New Accounting Pronouncements [Axis]</link:label>
    <link:label id="lab_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA_label_en-US" xlink:label="lab_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for New Accounting Pronouncements [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsForNewAccountingPronouncementsAxis" xlink:label="loc_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA" xlink:to="lab_us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_98DCDB549C8742B311BABECD563AA5FA" xlink:type="arc" />
    <link:label id="lab_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7_terseLabel_en-US" xlink:label="lab_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Type of Adoption [Domain]</link:label>
    <link:label id="lab_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7_label_en-US" xlink:label="lab_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Type of Adoption [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TypeOfAdoptionMember" xlink:label="loc_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7" xlink:to="lab_us-gaap_TypeOfAdoptionMember_BCFCDCA73F5BF630EB7BBECD563A95B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1_terseLabel_en-US" xlink:label="lab_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounting Standards Update 2014-09 [Member]</link:label>
    <link:label id="lab_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1_label_en-US" xlink:label="lab_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounting Standards Update 2014-09 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountingStandardsUpdate201409Member" xlink:label="loc_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1" xlink:to="lab_us-gaap_AccountingStandardsUpdate201409Member_996830F04BFC51A07E08BECD563BE8B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6_terseLabel_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segments [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6_label_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segments [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementBusinessSegmentsAxis" xlink:label="loc_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6" xlink:to="lab_us-gaap_StatementBusinessSegmentsAxis_D43D858540026F7F70FABECD563BB8E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segments [Domain]</link:label>
    <link:label id="lab_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533_label_en-US" xlink:label="lab_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segments [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentDomain" xlink:label="loc_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533" xlink:to="lab_us-gaap_SegmentDomain_7D0DBCB9FDB9B534C786BECD563BB533" xlink:type="arc" />
    <link:label id="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1_terseLabel_en-US" xlink:label="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asia Pacific Iron Ore [Member]</link:label>
    <link:label id="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1_label_en-US" xlink:label="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asia Pacific Iron Ore [Member]</link:label>
    <link:label id="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1_documentation_en-US" xlink:label="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Asia Pacific Iron Ore [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AsiaPacificIronOreMember" xlink:label="loc_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:to="lab_clf_AsiaPacificIronOreMember_6A02EDB754D2B8196440BECD563BDDF1" xlink:type="arc" />
    <link:label id="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1_terseLabel_en-US" xlink:label="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">North American Coal [Member]</link:label>
    <link:label id="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1_label_en-US" xlink:label="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">North American Coal [Member]</link:label>
    <link:label id="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1_documentation_en-US" xlink:label="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">North American Coal [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NorthAmericanCoalMember" xlink:label="loc_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:to="lab_clf_NorthAmericanCoalMember_113F2C3A34E870AED51BBECD563C61B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentByTypeAxis" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentByTypeAxis_A89071F93B66E5BB48A9BECD563C2A58" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentTypeDomain" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentTypeDomain_CD8E8AC25E64FECA0D28BECD563CDB18" xlink:type="arc" />
    <link:label id="lab_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37_terseLabel_en-US" xlink:label="lab_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Building [Member]</link:label>
    <link:label id="lab_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37_label_en-US" xlink:label="lab_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Building [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BuildingMember" xlink:label="loc_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37" xlink:to="lab_us-gaap_BuildingMember_DD73901C2F0E4609DDDBBECD563C1B37" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3_terseLabel_en-US" xlink:label="lab_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equipment [Member]</link:label>
    <link:label id="lab_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3_label_en-US" xlink:label="lab_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquipmentMember" xlink:label="loc_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3" xlink:to="lab_us-gaap_EquipmentMember_91E0E47ACD71C14DD293BECD563D44C3" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359_terseLabel_en-US" xlink:label="lab_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Machinery and Equipment [Member]</link:label>
    <link:label id="lab_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359_label_en-US" xlink:label="lab_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Machinery and Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherMachineryAndEquipmentMember" xlink:label="loc_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359" xlink:to="lab_us-gaap_OtherMachineryAndEquipmentMember_6BB4A46DBCE279CC7110BECD563D0359" xlink:type="arc" />
    <link:label id="lab_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11_terseLabel_en-US" xlink:label="lab_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Electric Power Facilities [Member]</link:label>
    <link:label id="lab_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11_label_en-US" xlink:label="lab_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Electric Generation Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ElectricGenerationEquipmentMember" xlink:label="loc_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11" xlink:to="lab_us-gaap_ElectricGenerationEquipmentMember_03AC709EB905F0483705BECD563D1A11" xlink:type="arc" />
    <link:label id="lab_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A_terseLabel_en-US" xlink:label="lab_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land Improvements [Member]</link:label>
    <link:label id="lab_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A_label_en-US" xlink:label="lab_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Land Improvements [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LandImprovementsMember" xlink:label="loc_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A" xlink:to="lab_us-gaap_LandImprovementsMember_F74F96F9D2E75C4A7C78BECD563DAD2A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE_terseLabel_en-US" xlink:label="lab_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Computer Equipment [Member]</link:label>
    <link:label id="lab_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE_label_en-US" xlink:label="lab_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Computer Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComputerEquipmentMember" xlink:label="loc_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE" xlink:to="lab_us-gaap_ComputerEquipmentMember_A0672C26C1FDD8FE8D60BECD563D7DFE" xlink:type="arc" />
    <link:label id="lab_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4_terseLabel_en-US" xlink:label="lab_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum [Member]</link:label>
    <link:label id="lab_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4_label_en-US" xlink:label="lab_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Minimum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MinimumMember" xlink:label="loc_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4" xlink:to="lab_srt_MinimumMember_CDB5177D18102329A0FCBECD563EB5B4" xlink:type="arc" />
    <link:label id="lab_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE_terseLabel_en-US" xlink:label="lab_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum [Member]</link:label>
    <link:label id="lab_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE_label_en-US" xlink:label="lab_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maximum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MaximumMember" xlink:label="loc_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE" xlink:to="lab_srt_MaximumMember_3DD08977A4D4163CBBEBBECD563E4CDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Line Items]</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentLineItems" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentLineItems_B0ABE72442B18C83CD3EBECD563E539C" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Useful Life</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Useful Life</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentUsefulLife" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_C38A8299F05BA60D20E5BECD563F2DC2" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C_terseLabel_en-US" xlink:label="lab_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statement [Table]</link:label>
    <link:label id="lab_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C_label_en-US" xlink:label="lab_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementTable" xlink:label="loc_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C" xlink:to="lab_us-gaap_StatementTable_31E071C919CDEAA9439BA6D815AC0D1C" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group Name [Axis]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968_label_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis" xlink:label="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968" xlink:to="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsAxis_B5A513DEFD61A70981FCA6D815AC9968" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Groups, Including Discontinued Operations, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A_label_en-US" xlink:label="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain" xlink:label="loc_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A" xlink:to="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_9BF613480DB9506DA017A6D815AD958A" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535_terseLabel_en-US" xlink:label="lab_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statement [Line Items]</link:label>
    <link:label id="lab_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535_label_en-US" xlink:label="lab_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementLineItems" xlink:label="loc_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535" xlink:to="lab_us-gaap_StatementLineItems_85F82F2960C19CCF695EA6D815AEC535" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenues from product sales and services</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Revenue</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_23C765015686BA172938A6D815AE7527" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of goods sold and operating expenses</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Costs of Goods Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCostsOfGoodsSold_36B0CE8B9D0EEB1C22BCA6D815AEBABB" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sales margin</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Gross Profit (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_83BD8966537062B50702A6D815AFE26A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other operating expense</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Operating Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOperatingExpense_3EEC328D286CD0234A0CA6D815AFE74C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other expense</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherExpense_3CAD777FF59F88705E21A6D815AF32A7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gain on foreign currency translation</link:label>
    <link:label id="lab_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C_label_en-US" xlink:label="lab_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification from Accumulated Other Comprehensive Income, Current Period, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax" xlink:label="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C" xlink:to="lab_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_9D8AC067DCB9C4A179F3A6D815AF7A1C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impairment of long-lived assets</link:label>
    <link:label id="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC_label_en-US" xlink:label="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairment of Long-Lived Assets to be Disposed of</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf" xlink:label="loc_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC" xlink:to="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_8E7D5CCEB91476B4C47DA6D815AFB3EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM DISCONTINUED OPERATIONS, net of tax</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Discontinued Operations, Net of Tax, Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_A1E1D26254C1BFFF91B9A6D815B0F080" xlink:type="arc" />
    <link:label id="lab_us-gaap_PostemploymentBenefitsAbstract_71619A4B06B06F08920EFBED859EC206_label_en-US" xlink:label="lab_us-gaap_PostemploymentBenefitsAbstract_71619A4B06B06F08920EFBED859EC206" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Postemployment Benefits [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PostemploymentBenefitsAbstract" xlink:label="loc_us-gaap_PostemploymentBenefitsAbstract_71619A4B06B06F08920EFBED859EC206" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PostemploymentBenefitsAbstract_71619A4B06B06F08920EFBED859EC206" xlink:to="lab_us-gaap_PostemploymentBenefitsAbstract_71619A4B06B06F08920EFBED859EC206" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plans and Other Postretirement Benefit Plans Disclosures [Table]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plans and Other Postretirement Benefit Plans Disclosures [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable" xlink:label="loc_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33" xlink:to="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansDisclosuresTable_A3F466F37820A5FEFEF5FBED859E9C33" xlink:type="arc" />
    <link:label id="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D_terseLabel_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Axis]</link:label>
    <link:label id="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D_label_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Axis]</link:label>
    <link:label id="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D_documentation_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TrustforBenefitofEmployeesAxis" xlink:label="loc_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:to="lab_clf_TrustforBenefitofEmployeesAxis_FB4F52DBFD7799E9E358FBED859F349D" xlink:type="arc" />
    <link:label id="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B_terseLabel_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Domain]</link:label>
    <link:label id="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B_label_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Domain]</link:label>
    <link:label id="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B_documentation_en-US" xlink:label="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Trust for Benefit of Employees [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TrustforBenefitofEmployeesDomain" xlink:label="loc_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:to="lab_clf_TrustforBenefitofEmployeesDomain_C6DA580673917BED1C8DFBED859F3E4B" xlink:type="arc" />
    <link:label id="lab_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15_terseLabel_en-US" xlink:label="lab_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Veba Trust [Member]</link:label>
    <link:label id="lab_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15_label_en-US" xlink:label="lab_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trust for Benefit of Employees [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TrustForBenefitOfEmployeesMember" xlink:label="loc_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15" xlink:to="lab_us-gaap_TrustForBenefitOfEmployeesMember_211DF9BC3B5358EB87FBFBED859F3C15" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Category [Axis]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Category [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis" xlink:label="loc_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6" xlink:to="lab_us-gaap_DefinedBenefitPlanByPlanAssetCategoriesAxis_2C390521F2004FC5D077FBED85A0B0A6" xlink:type="arc" />
    <link:label id="lab_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE_terseLabel_en-US" xlink:label="lab_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Category [Domain]</link:label>
    <link:label id="lab_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE_label_en-US" xlink:label="lab_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Category [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PlanAssetCategoriesDomain" xlink:label="loc_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE" xlink:to="lab_us-gaap_PlanAssetCategoriesDomain_A337150A44F7C4D1B18CFBED85A07CAE" xlink:type="arc" />
    <link:label id="lab_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8_terseLabel_en-US" xlink:label="lab_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hedge Funds [Member]</link:label>
    <link:label id="lab_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8_label_en-US" xlink:label="lab_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hedge Funds [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_HedgeFundsMember" xlink:label="loc_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8" xlink:to="lab_us-gaap_HedgeFundsMember_88573EFCEE4D97CFC194FBED85A0A3B8" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1_terseLabel_en-US" xlink:label="lab_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Private Equity Funds [Member]</link:label>
    <link:label id="lab_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1_label_en-US" xlink:label="lab_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Private Equity Funds [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrivateEquityFundsMember" xlink:label="loc_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1" xlink:to="lab_us-gaap_PrivateEquityFundsMember_5506147968FDD1AC506EFBED85A1F7B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A_terseLabel_en-US" xlink:label="lab_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Structured Finance [Member]</link:label>
    <link:label id="lab_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A_label_en-US" xlink:label="lab_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Structured Finance [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StructuredFinanceMember" xlink:label="loc_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A" xlink:to="lab_us-gaap_StructuredFinanceMember_EEFE7536E87A4ED4F66BFBED85A16B0A" xlink:type="arc" />
    <link:label id="lab_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real Estate [Member]</link:label>
    <link:label id="lab_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37_label_en-US" xlink:label="lab_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real Estate [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateMember" xlink:label="loc_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37" xlink:to="lab_us-gaap_RealEstateMember_5CFFCB53A071F37DDAD1FBED85A1CB37" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plans and Other Postretirement Benefit Plans Table Text Block [Line Items]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plans and Other Postretirement Benefit Plans Table Text Block [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems" xlink:label="loc_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65" xlink:to="lab_us-gaap_DefinedBenefitPlansAndOtherPostretirementBenefitPlansTableTextBlockLineItems_8F61016EE87458FCE27EFBED85A1CE65" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Assets And Liabilities Measured On Recurring Basis Unobservable Input Reconciliation [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward" xlink:label="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769" xlink:to="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_AD878414919BF48D0CE3FBED85A14769" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50_periodStartLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Fair value of plan assets &#8212; beginning of year</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFairValueOfPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50" xlink:to="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_D8BA22B0A59B8D89D513FBED85A23C50" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Actual return on plan assets:</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets Level 3 Reconciliation, Increase (Decrease) for Purchase, Sale, and Settlement [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsAbstract_9AC74A0E09256A77770CFBED85A2CE14" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Relating to assets still held at the reporting date</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets Level 3 Reconciliation, Increase (Decrease) for Actual Return (Loss) on Plan Assets Still Held</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_069F6F5586E8BA4030B3FBED85A22CD9" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF_netLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF" xlink:role="http://www.xbrl.org/2009/role/netLabel" xlink:type="resource" xml:lang="en-US">Purchases</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Business Combination</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF" xlink:to="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_8D289A60AACC724DEFB5FBED85A318CF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sales</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Divestiture</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanDivestituresPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6" xlink:to="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_298732244D33340BE7CEFBED85A35FB6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_548FEB30BD154C1EFE0AFBED85A35AE2_periodEndLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_548FEB30BD154C1EFE0AFBED85A35AE2" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Fair value of plan assets &#8212; end of year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFairValueOfPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_548FEB30BD154C1EFE0AFBED85A35AE2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_548FEB30BD154C1EFE0AFBED85A35AE2" xlink:to="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_548FEB30BD154C1EFE0AFBED85A35AE2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtDisclosureAbstract_3E0C1C8E18177D3E2322C85581D10E71_label_en-US" xlink:label="lab_us-gaap_DebtDisclosureAbstract_3E0C1C8E18177D3E2322C85581D10E71" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtDisclosureAbstract" xlink:label="loc_us-gaap_DebtDisclosureAbstract_3E0C1C8E18177D3E2322C85581D10E71" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtDisclosureAbstract_3E0C1C8E18177D3E2322C85581D10E71" xlink:to="lab_us-gaap_DebtDisclosureAbstract_3E0C1C8E18177D3E2322C85581D10E71" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Table]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityTable" xlink:label="loc_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B" xlink:to="lab_us-gaap_LineOfCreditFacilityTable_CD0C92EC950EFD2DA505C85581D1377B" xlink:type="arc" />
    <link:label id="lab_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C_terseLabel_en-US" xlink:label="lab_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable Rate [Axis]</link:label>
    <link:label id="lab_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C_label_en-US" xlink:label="lab_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableRateAxis" xlink:label="loc_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C" xlink:to="lab_us-gaap_VariableRateAxis_9B6C627D475BD7296DB8C85581D1C12C" xlink:type="arc" />
    <link:label id="lab_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF_terseLabel_en-US" xlink:label="lab_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable Rate [Domain]</link:label>
    <link:label id="lab_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF_label_en-US" xlink:label="lab_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableRateDomain" xlink:label="loc_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF" xlink:to="lab_us-gaap_VariableRateDomain_8E343CCBC4E80580087DC85581D181FF" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B_terseLabel_en-US" xlink:label="lab_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prime Rate [Member]</link:label>
    <link:label id="lab_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B_label_en-US" xlink:label="lab_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prime Rate [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrimeRateMember" xlink:label="loc_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B" xlink:to="lab_us-gaap_PrimeRateMember_7378EF303D0844A8EB80C85581D11E6B" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity [Member]</link:label>
    <link:label id="lab_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244_label_en-US" xlink:label="lab_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMember" xlink:label="loc_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244" xlink:to="lab_us-gaap_EquityMember_F7B683DCEB76EEC14C03C85581D17244" xlink:type="arc" />
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1_terseLabel_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt [Axis]</link:label>
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1_label_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExtinguishmentOfDebtAxis" xlink:label="loc_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1" xlink:to="lab_us-gaap_ExtinguishmentOfDebtAxis_C2645545ABE299E90A5AC85581D1D9C1" xlink:type="arc" />
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9_terseLabel_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9_label_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExtinguishmentOfDebtTypeDomain" xlink:label="loc_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9" xlink:to="lab_us-gaap_ExtinguishmentOfDebtTypeDomain_4772A8D0E2A39CAC2E87C85581D17FD9" xlink:type="arc" />
    <link:label id="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC_terseLabel_en-US" xlink:label="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Repurchase [Member]</link:label>
    <link:label id="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC_label_en-US" xlink:label="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Repurchase [Member]</link:label>
    <link:label id="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC_documentation_en-US" xlink:label="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Repurchase [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtRepurchaseMember" xlink:label="loc_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:to="lab_clf_DebtRepurchaseMember_4FA85D6CBA3D061A41B2C85581D10DDC" xlink:type="arc" />
    <link:label id="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC_terseLabel_en-US" xlink:label="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Exchange of Debt for Equity [Member]</link:label>
    <link:label id="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC_label_en-US" xlink:label="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exchange of Debt for Equity [Member]</link:label>
    <link:label id="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC_documentation_en-US" xlink:label="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Exchange of Debt for Equity [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ExchangeofDebtforEquityMember" xlink:label="loc_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:to="lab_clf_ExchangeofDebtforEquityMember_5089979940A11ECD0905C85581D107AC" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentAxis" xlink:label="loc_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E" xlink:to="lab_us-gaap_DebtInstrumentAxis_9050EA815A569E650752C85581D1B35E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentNameDomain" xlink:label="loc_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0" xlink:to="lab_us-gaap_DebtInstrumentNameDomain_5A88BE2107D2A0488B05C85581D14DF0" xlink:type="arc" />
    <link:label id="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6_terseLabel_en-US" xlink:label="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$400 Million 4.875% 2024 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6_label_en-US" xlink:label="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">$400 Million 4.875% 2024 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6_documentation_en-US" xlink:label="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">$400 Million 4.875% 2024 Senior Notes [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_A400Million4.8752024SeniorNotesMember" xlink:label="loc_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:to="lab_clf_A400Million4.8752024SeniorNotesMember_3447F21F273D43F09D16C85581D1A7A6" xlink:type="arc" />
    <link:label id="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355_terseLabel_en-US" xlink:label="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$1.075 Billion 5.75% 2025 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355_label_en-US" xlink:label="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">$500 Million 5.75% 2025 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355_documentation_en-US" xlink:label="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">$500 Million 5.75% 2025 Senior Notes [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_A500Million5.752025SeniorNotesMember" xlink:label="loc_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:to="lab_clf_A500Million5.752025SeniorNotesMember_F40A90CEEB7EB040F5E5C85581D1F355" xlink:type="arc" />
    <link:label id="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7_terseLabel_en-US" xlink:label="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$316 Million 1.5% 2025 Senior Notes [Domain]</link:label>
    <link:label id="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7_label_en-US" xlink:label="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">$316 Million 1.5% 2025 Senior Notes [Domain]</link:label>
    <link:label id="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7_documentation_en-US" xlink:label="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">$316 Million 1.5% 2025 Senior Notes [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_A316Million1.52025SeniorNotesDomain" xlink:label="loc_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:to="lab_clf_A316Million1.52025SeniorNotesDomain_2B92487BE9AF82FE303FC85581D1DFA7" xlink:type="arc" />
    <link:label id="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383_terseLabel_en-US" xlink:label="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$1.075 Billion 5.75% 2025 Senior Notes</link:label>
    <link:label id="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383_label_en-US" xlink:label="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">One Billion Seventy Five Million Five Point Seven Five Two Thousand Twenty Five Senior Note [Member]</link:label>
    <link:label id="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383_documentation_en-US" xlink:label="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">One Billion Seventy Five Million Five Point Seven Five Two Thousand Twenty Five Senior Note [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember" xlink:label="loc_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:to="lab_clf_OneBillionSeventyFiveMillionFivePointSevenFiveTwoThousandTwentyFiveSeniorNoteMember_F8BC2A15A8ED5A653FA8C85581D1B383" xlink:type="arc" />
    <link:label id="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250_terseLabel_en-US" xlink:label="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$540 Million 8.25% 2020 First Lien Notes</link:label>
    <link:label id="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250_label_en-US" xlink:label="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Five hundred forty million Eight point two five Twenty twenty First Lien Notes [Member]</link:label>
    <link:label id="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250_documentation_en-US" xlink:label="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Five hundred forty million Eight point two five Twenty twenty First Lien Notes [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember" xlink:label="loc_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:to="lab_clf_FivehundredfortymillionEightpointtwofiveTwentytwentyFirstLienNotesMember_789EAED2FDE9AA573298C85581D1E250" xlink:type="arc" />
    <link:label id="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66_terseLabel_en-US" xlink:label="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$218.5 Million 8.00% 2020 1.5 Lien Notes</link:label>
    <link:label id="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66_label_en-US" xlink:label="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two hundred Eighteen Point Five Million Eight Point Zero Twenty Twenty One Point Five Lien Notes [Member]</link:label>
    <link:label id="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66_documentation_en-US" xlink:label="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two hundred Eighteen Point Five Million Eight Point Zero Twenty Twenty One Point Five Lien Notes Member [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember" xlink:label="loc_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:to="lab_clf_TwohundredEighteenPointFiveMillionEightPointZeroTwentyTwentyOnePointFiveLienNotesMember_872B162B97C2451CD663C85581D14D66" xlink:type="arc" />
    <link:label id="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB_terseLabel_en-US" xlink:label="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$544.2 Million 7.75% 2020 Second Lien Notes</link:label>
    <link:label id="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB_label_en-US" xlink:label="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Five hundred Forty-four Million Seven Point Seven Five Twenty Twenty Second Lien Notes [Member]</link:label>
    <link:label id="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB_documentation_en-US" xlink:label="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Five hundred Forty-four Million Seven Point Seven Five Twenty Twenty Second Lien Notes [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember" xlink:label="loc_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:to="lab_clf_FivehundredFortyfourMillionSevenPointSevenFiveTwentyTwentySecondLienNotesMember_2E354F82F4F314C31290C85581D160DB" xlink:type="arc" />
    <link:label id="lab_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21_terseLabel_en-US" xlink:label="lab_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Secured Debt [Member]</link:label>
    <link:label id="lab_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21_label_en-US" xlink:label="lab_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Secured Debt [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuredDebtMember" xlink:label="loc_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21" xlink:to="lab_us-gaap_SecuredDebtMember_2A23B902772CEA101436C85581D1CB21" xlink:type="arc" />
    <link:label id="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940_verboseLabel_en-US" xlink:label="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$500 Million 3.95% 2018 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940_label_en-US" xlink:label="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Five Hundred Million Three Point Nine Five Two Thousand Eighteen Senior Note [Member]</link:label>
    <link:label id="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940_documentation_en-US" xlink:label="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Five Hundred Million Three Point Nine Five Two Thousand Eighteen Senior Note [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember" xlink:label="loc_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:to="lab_clf_FiveHundredMillionThreePointNineFiveTwoThousandEighteenSeniorNoteMember_436D4F3EFC28F298F1FFC85581D16940" xlink:type="arc" />
    <link:label id="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A_verboseLabel_en-US" xlink:label="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$400 Million 5.90% 2020 Senior Notes</link:label>
    <link:label id="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A_label_en-US" xlink:label="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Four Hundred Million Five Point Nine Zero Two Thousand And Twenty Senior Note [Member]</link:label>
    <link:label id="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A_documentation_en-US" xlink:label="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Four Hundred Million Five Point Nine Zero Two Thousand And Twenty Senior Note [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember" xlink:label="loc_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:to="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_2A2E5F36F71A34D504BFC85581D13E4A" xlink:type="arc" />
    <link:label id="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4_terseLabel_en-US" xlink:label="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$500 Million 4.80% 2020 Senior Notes</link:label>
    <link:label id="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4_label_en-US" xlink:label="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Five Hundred Million Four Point Eight Zero Percent Senior Note [Member]</link:label>
    <link:label id="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4_documentation_en-US" xlink:label="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Five Hundred Million Four Point Eight Zero Percent Senior Note [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember" xlink:label="loc_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:to="lab_clf_FiveHundredMillionFourPointEightZeroPercentSeniorNoteMember_BFA1071BEE8D582F5853C85581D120D4" xlink:type="arc" />
    <link:label id="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53_terseLabel_en-US" xlink:label="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$700 Million 4.875% 2021 Senior Notes</link:label>
    <link:label id="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53_label_en-US" xlink:label="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Seven Hundred Million Four Point Eight Seven Five Two Thousand Twenty-one Senior Note [Member]</link:label>
    <link:label id="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53_documentation_en-US" xlink:label="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Seven Hundred Million Four Point Eight Seven Five Two Thousand Twenty-one Senior Note [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember" xlink:label="loc_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:to="lab_clf_SevenHundredMillionFourPointEightSevenFiveTwoThousandTwentyoneSeniorNoteMember_338D7F7301B0AAA38132C85581D17C53" xlink:type="arc" />
    <link:label id="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52_terseLabel_en-US" xlink:label="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$800 Million 6.25% 2040 Senior Notes [Member]</link:label>
    <link:label id="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52_label_en-US" xlink:label="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eight Hundred Million Six Point Two Five Percent Senior Notes Due Two Thousand Forty [Member]</link:label>
    <link:label id="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52_documentation_en-US" xlink:label="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eight Hundred Million Six Point Two Five Percent Senior Notes Due Two Thousand Forty [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember" xlink:label="loc_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:to="lab_clf_EightHundredMillionSixPointTwoFivePercentSeniorNotesDueTwoThousandFortyMember_91399A5B1D7D3BD10BF1C85581D12F52" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF_terseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured Debt [Member]</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF_label_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unsecured Debt [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnsecuredDebtMember" xlink:label="loc_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF" xlink:to="lab_us-gaap_UnsecuredDebtMember_614B7E5DF271B8DD9DDDC85581D15CCF" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ABL Facility [Member]</link:label>
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5_label_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevolvingCreditFacilityMember" xlink:label="loc_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5" xlink:to="lab_us-gaap_RevolvingCreditFacilityMember_6F150F386621580EC73BC85581D158E5" xlink:type="arc" />
    <link:label id="lab_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3_terseLabel_en-US" xlink:label="lab_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letter of Credit [Member]</link:label>
    <link:label id="lab_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3_label_en-US" xlink:label="lab_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter of Credit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LetterOfCreditMember" xlink:label="loc_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3" xlink:to="lab_us-gaap_LetterOfCreditMember_DDDB7878F64761E5C374C85581D1B2F3" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityLineItems" xlink:label="loc_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE" xlink:to="lab_us-gaap_LineOfCreditFacilityLineItems_3CE6CA4621391442BF60C85581D14EDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from Issuance of Debt</link:label>
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1_label_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Issuance of Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfDebt" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1" xlink:to="lab_us-gaap_ProceedsFromIssuanceOfDebt_F13780BD864849F07177C85581D153E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Imputed interest rate</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Effective Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentInterestRateEffectivePercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F" xlink:to="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_CBBD9C214B7EC6A065FEC85581D1797F" xlink:type="arc" />
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199_terseLabel_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Extinguished</link:label>
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199_label_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExtinguishmentOfDebtAmount" xlink:label="loc_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199" xlink:to="lab_us-gaap_ExtinguishmentOfDebtAmount_F6DE2CE649D14F1DB95EC85581D15199" xlink:type="arc" />
    <link:label id="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8_terseLabel_en-US" xlink:label="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible debt, initial conversion price</link:label>
    <link:label id="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8_label_en-US" xlink:label="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible debt, initial conversion price</link:label>
    <link:label id="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8_documentation_en-US" xlink:label="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible debt, initial conversion price</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Convertibledebtinitialconversionprice" xlink:label="loc_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:to="lab_clf_Convertibledebtinitialconversionprice_EAD78DB43C7CD31CB960C85581D1E9E8" xlink:type="arc" />
    <link:label id="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70_terseLabel_en-US" xlink:label="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible debt, common shares exchanged</link:label>
    <link:label id="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70_label_en-US" xlink:label="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible debt, common shares exchanged</link:label>
    <link:label id="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70_documentation_en-US" xlink:label="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible debt, common shares exchanged</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Convertibledebtcommonsharesexchanged" xlink:label="loc_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:to="lab_clf_Convertibledebtcommonsharesexchanged_7FDF328B017326E88EE0C85581D11E70" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common shares, par value</link:label>
    <link:label id="lab_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26_label_en-US" xlink:label="lab_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Par or Stated Value Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockParOrStatedValuePerShare" xlink:label="loc_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26" xlink:to="lab_us-gaap_CommonStockParOrStatedValuePerShare_C75AA6B77DC81DAEABC4C85581D15D26" xlink:type="arc" />
    <link:label id="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705_terseLabel_en-US" xlink:label="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible debt, conversion price percentage</link:label>
    <link:label id="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705_label_en-US" xlink:label="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible debt, conversion price percentage</link:label>
    <link:label id="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705_documentation_en-US" xlink:label="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible debt, conversion price percentage</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Convertibledebtconversionpricepercentage" xlink:label="loc_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:to="lab_clf_Convertibledebtconversionpricepercentage_2E95082DD7361F1992AFC85581D10705" xlink:type="arc" />
    <link:label id="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A_terseLabel_en-US" xlink:label="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible debt, principal increment</link:label>
    <link:label id="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A_label_en-US" xlink:label="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible debt, principal increment</link:label>
    <link:label id="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A_documentation_en-US" xlink:label="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible debt, principal increment</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Convertibledebtprincipalincrement" xlink:label="loc_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:to="lab_clf_Convertibledebtprincipalincrement_D3B6A2AD7BD80C15A5DEC85581D1388A" xlink:type="arc" />
    <link:label id="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D_terseLabel_en-US" xlink:label="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemption Price of 35 percent or less of Outstanding</link:label>
    <link:label id="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D_label_en-US" xlink:label="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Redemption Price of 35 percent or less of Outstanding</link:label>
    <link:label id="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D_documentation_en-US" xlink:label="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Redemption Price of 35 percent or less of Outstanding</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RedemptionPriceof35percentorlessofOutstanding" xlink:label="loc_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:to="lab_clf_RedemptionPriceof35percentorlessofOutstanding_9D33568DAA1D0A1C9C14C85581D1BC4D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Stated Percentage</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Stated Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D" xlink:to="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_29AACAFFE2D5C9F00E26C85581D16F9D" xlink:type="arc" />
    <link:label id="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4_terseLabel_en-US" xlink:label="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repurchase price if triggering event occurs</link:label>
    <link:label id="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4_label_en-US" xlink:label="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase price if triggering event occurs</link:label>
    <link:label id="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4_documentation_en-US" xlink:label="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repurchase price if triggering event occurs</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Repurchasepriceiftriggeringeventoccurs" xlink:label="loc_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:to="lab_clf_Repurchasepriceiftriggeringeventoccurs_D7A09AFFA5427556179BC85581D1B9E4" xlink:type="arc" />
    <link:label id="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD_terseLabel_en-US" xlink:label="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Stock, New Shares, Issued</link:label>
    <link:label id="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD_label_en-US" xlink:label="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, New Shares, Issued</link:label>
    <link:label id="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD_documentation_en-US" xlink:label="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Common Stock, New Shares, Issued</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CommonStockNewSharesIssued" xlink:label="loc_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:to="lab_clf_CommonStockNewSharesIssued_0C19FAABB9F846F3E652C85581D12FDD" xlink:type="arc" />
    <link:label id="lab_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD_terseLabel_en-US" xlink:label="lab_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shares Issued, Price Per Share</link:label>
    <link:label id="lab_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD_label_en-US" xlink:label="lab_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Shares Issued, Price Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharesIssuedPricePerShare" xlink:label="loc_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD" xlink:to="lab_us-gaap_SharesIssuedPricePerShare_95ECA4C293FB867FB219C85581D143FD" xlink:type="arc" />
    <link:label id="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB_terseLabel_en-US" xlink:label="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemption Price</link:label>
    <link:label id="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB_label_en-US" xlink:label="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Redemption Price</link:label>
    <link:label id="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB_documentation_en-US" xlink:label="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Redemption Price</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RedemptionPrice" xlink:label="loc_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:to="lab_clf_RedemptionPrice_BDE3BC6E03E83074E4F2C85581D148BB" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Par Value</link:label>
    <link:label id="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111_label_en-US" xlink:label="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Par Value</link:label>
    <link:label id="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111_documentation_en-US" xlink:label="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Par Value</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentParValue" xlink:label="loc_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:to="lab_clf_DebtInstrumentParValue_029DBAF358D14AB364C6C85581D13111" xlink:type="arc" />
    <link:label id="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C_verboseLabel_en-US" xlink:label="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Gain (loss) on extinguishment of debt</link:label>
    <link:label id="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C_label_en-US" xlink:label="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gain (Loss) on Extinguishment of Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainsLossesOnExtinguishmentOfDebt" xlink:label="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C" xlink:to="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_2AB273C869F20328F0BAC85581D1483C" xlink:type="arc" />
    <link:label id="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A_terseLabel_en-US" xlink:label="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt redemption premiums paid</link:label>
    <link:label id="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A_label_en-US" xlink:label="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt redemption premiums paid</link:label>
    <link:label id="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A_documentation_en-US" xlink:label="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt redemption premiums paid</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Debtredemptionpremiumspaid" xlink:label="loc_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:to="lab_clf_Debtredemptionpremiumspaid_A7A0BE19B7DAD5DCED7FC85581D1606A" xlink:type="arc" />
    <link:label id="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02_terseLabel_en-US" xlink:label="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Redemption Expenses</link:label>
    <link:label id="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02_label_en-US" xlink:label="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Redemption Expenses</link:label>
    <link:label id="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02_documentation_en-US" xlink:label="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Redemption Expenses</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtRedemptionExpenses" xlink:label="loc_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:to="lab_clf_DebtRedemptionExpenses_0289BCFE167358F5C9E8C85581D1DD02" xlink:type="arc" />
    <link:label id="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2_terseLabel_en-US" xlink:label="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Time Period During Which Senior Notes May Be Redeemed at Company's Option, Number of Days From When Prior Notice Sent to Holders</link:label>
    <link:label id="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2_label_en-US" xlink:label="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Time Period During Which Senior Notes May Be Redeemed at Company's Option, Number of Days From When Prior Notice Sent to Holders</link:label>
    <link:label id="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2_documentation_en-US" xlink:label="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Time Period During Which Senior Notes May Be Redeemed at Company's Option, Number of Days From When Prior Notice Sent to Holders</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders" xlink:label="loc_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:to="lab_clf_TimePeriodDuringWhichSeniorNotesMayBeRedeemedAtCompanysOptionNumberOfDaysFromWhenPriorNoticeSentToHolders_9CB22C0D9A5F1C165B25C85581D143F2" xlink:type="arc" />
    <link:label id="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC_terseLabel_en-US" xlink:label="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Note Redemption Price, Percent of Principal Amount to be Redeemed</link:label>
    <link:label id="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC_label_en-US" xlink:label="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Note Redemption Price, Percent of Principal Amount to be Redeemed</link:label>
    <link:label id="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC_documentation_en-US" xlink:label="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Note Redemption Price, Percent of Principal Amount to be Redeemed</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed" xlink:label="loc_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:to="lab_clf_NoteRedemptionPricePercentOfPrincipalAmountToBeRedeemed_F281A2EFDC4CB2F49B54C85581D194EC" xlink:type="arc" />
    <link:label id="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304_terseLabel_en-US" xlink:label="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amount in aggregate that can be redeemed on or prior to March 1, 2020</link:label>
    <link:label id="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304_label_en-US" xlink:label="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amount in aggregate that can be redeemed on or prior to March 1, 2020</link:label>
    <link:label id="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304_documentation_en-US" xlink:label="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount in aggregate that can be redeemed on or prior to March 1, 2020</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020" xlink:label="loc_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:to="lab_clf_AmountinaggregatethatcanberedeemedonorpriortoMarch12020_A5CFF0BCA2F3876E0B91C85581D18304" xlink:type="arc" />
    <link:label id="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11_terseLabel_en-US" xlink:label="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis points</link:label>
    <link:label id="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11_label_en-US" xlink:label="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basis points</link:label>
    <link:label id="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11_documentation_en-US" xlink:label="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Basis points</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Basispoints" xlink:label="loc_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:to="lab_clf_Basispoints_C458E918E4316F2A0AB6C85581D15D11" xlink:type="arc" />
    <link:label id="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC_terseLabel_en-US" xlink:label="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">U.S. Tranche</link:label>
    <link:label id="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC_label_en-US" xlink:label="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">U.S. Tranche</link:label>
    <link:label id="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC_documentation_en-US" xlink:label="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">U.S. Tranche</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_U.S.Tranche" xlink:label="loc_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:to="lab_clf_U.S.Tranche_100ADCCE15546D2E327BC85581D100DC" xlink:type="arc" />
    <link:label id="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645_terseLabel_en-US" xlink:label="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sublimit for Issuers of Letters of Credit for U.S. Tranche</link:label>
    <link:label id="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645_label_en-US" xlink:label="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sublimit for Issuers of Letters of Credit for U.S. Tranche</link:label>
    <link:label id="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645_documentation_en-US" xlink:label="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sublimit for Issuers of Letters of Credit for U.S. Tranche</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SublimitforIssuersofLettersofCreditforU.S.Tranche" xlink:label="loc_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:to="lab_clf_SublimitforIssuersofLettersofCreditforU.S.Tranche_7092A21A6C22CFC5C568C85581D14645" xlink:type="arc" />
    <link:label id="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9_terseLabel_en-US" xlink:label="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sublimit for U.S. Swingline Loans</link:label>
    <link:label id="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9_label_en-US" xlink:label="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sublimit for U.S. Swingline Loans</link:label>
    <link:label id="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9_documentation_en-US" xlink:label="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sublimit for U.S. Swingline Loans</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SublimitforU.S.SwinglineLoans" xlink:label="loc_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:to="lab_clf_SublimitforU.S.SwinglineLoans_1B6653E2C9770C720E43C85581D181F9" xlink:type="arc" />
    <link:label id="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8_terseLabel_en-US" xlink:label="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Australian Tranche</link:label>
    <link:label id="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8_label_en-US" xlink:label="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Australian Tranche</link:label>
    <link:label id="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8_documentation_en-US" xlink:label="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Australian Tranche</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AustralianTranche" xlink:label="loc_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:to="lab_clf_AustralianTranche_E579354786303B60B313C85581D1A2C8" xlink:type="arc" />
    <link:label id="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA_terseLabel_en-US" xlink:label="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sublimit for Issuance of Letters of Credit for Australian Tranche</link:label>
    <link:label id="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA_label_en-US" xlink:label="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sublimit for Issuance of Letters of Credit for Australian Tranche</link:label>
    <link:label id="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA_documentation_en-US" xlink:label="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sublimit for Issuance of Letters of Credit for Australian Tranche</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SublimitforIssuanceofLettersofCreditforAustralianTranche" xlink:label="loc_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:to="lab_clf_SublimitforIssuanceofLettersofCreditforAustralianTranche_8DF4865B5D210FFE6450C85581D13EEA" xlink:type="arc" />
    <link:label id="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6_terseLabel_en-US" xlink:label="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sublimit for Australian Swingline Loans</link:label>
    <link:label id="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6_label_en-US" xlink:label="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sublimit for Australian Swingline Loans</link:label>
    <link:label id="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6_documentation_en-US" xlink:label="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sublimit for Australian Swingline Loans</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SublimitforAustralianSwinglineLoans" xlink:label="loc_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:to="lab_clf_SublimitforAustralianSwinglineLoans_C1D428C24B806CCE4FE7C85581D1C7D6" xlink:type="arc" />
    <link:label id="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8_terseLabel_en-US" xlink:label="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Base Rate</link:label>
    <link:label id="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8_label_en-US" xlink:label="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Base Rate</link:label>
    <link:label id="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8_documentation_en-US" xlink:label="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Base Rate</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_BaseRate" xlink:label="loc_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:to="lab_clf_BaseRate_D339A274CF3FFE702413C85581D10CF8" xlink:type="arc" />
    <link:label id="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424_terseLabel_en-US" xlink:label="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LIBOR Rate Based on a One-month interest period plus 1 percent</link:label>
    <link:label id="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424_label_en-US" xlink:label="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LIBOR Rate Based on a One-month interest period plus 1 percent</link:label>
    <link:label id="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424_documentation_en-US" xlink:label="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LIBOR Rate Based on a One-month interest period plus 1 percent</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent" xlink:label="loc_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:to="lab_clf_LIBORRateBasedonaOnemonthinterestperiodplus1percent_916C50E192639D4DF180C85581D1C424" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Basis Spread on Variable Rate</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Basis Spread on Variable Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:label="loc_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47" xlink:to="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_4560B7B73C7DA978A9EEC85581D13F47" xlink:type="arc" />
    <link:label id="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2_terseLabel_en-US" xlink:label="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fixed Charge Coverage Ratio</link:label>
    <link:label id="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2_label_en-US" xlink:label="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fixed Charge Coverage Ratio</link:label>
    <link:label id="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2_documentation_en-US" xlink:label="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fixed Charge Coverage Ratio</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FixedChargeCoverageRatio" xlink:label="loc_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:to="lab_clf_FixedChargeCoverageRatio_B73BB314119FE0A84303C85581D196D2" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit facility, amount outstanding</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCredit" xlink:label="loc_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8" xlink:to="lab_us-gaap_LineOfCredit_4938CDC35DD3CAEAD3F1C85581D1A3C8" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Remaining Borrowing Capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Remaining Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D" xlink:to="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_4C7159700D37A5A42FB8C85581D10E2D" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolving credit facility, borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D" xlink:to="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_7000F626CC3B0A444F3AC85581D1609D" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_70336B32FBCFDF53E3DDC85581D19BAA_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts_70336B32FBCFDF53E3DDC85581D19BAA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt issuance costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfDebtIssuanceCosts" xlink:label="loc_us-gaap_PaymentsOfDebtIssuanceCosts_70336B32FBCFDF53E3DDC85581D19BAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsOfDebtIssuanceCosts_70336B32FBCFDF53E3DDC85581D19BAA" xlink:to="lab_us-gaap_PaymentsOfDebtIssuanceCosts_70336B32FBCFDF53E3DDC85581D19BAA" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B_terseLabel_en-US" xlink:label="lab_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unamortized Debt Issuance Expense</link:label>
    <link:label id="lab_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B_label_en-US" xlink:label="lab_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unamortized Debt Issuance Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnamortizedDebtIssuanceExpense" xlink:label="loc_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B" xlink:to="lab_us-gaap_UnamortizedDebtIssuanceExpense_586870B4608843A5FA87C85581D1A41B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscount" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151" xlink:to="lab_us-gaap_DebtInstrumentUnamortizedDiscount_19E92EE75E9DA5947367C85581E08151" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments to Additional Paid in Capital, Convertible Debt with Conversion Feature</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B_label_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments to Additional Paid in Capital, Convertible Debt with Conversion Feature</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature" xlink:label="loc_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B" xlink:to="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalConvertibleDebtWithConversionFeature_1C5842FE6D8210B50066C85581E0165B" xlink:type="arc" />
    <link:label id="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF_terseLabel_en-US" xlink:label="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Shares Issued in Debt to Equity Exchange</link:label>
    <link:label id="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF_label_en-US" xlink:label="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Shares Issued in Debt to Equity Exchange</link:label>
    <link:label id="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF_documentation_en-US" xlink:label="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Common Shares Issued in Debt to Equity Exchange</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CommonSharesIssuedinDebttoEquityExchange" xlink:label="loc_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:to="lab_clf_CommonSharesIssuedinDebttoEquityExchange_5450983C15258075CEF0C85581E0B5CF" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Exchanged</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Exchanged</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Exchanged</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountExchanged" xlink:label="loc_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:to="lab_clf_DebtInstrumentFaceAmountExchanged_E595B2DD3763F707722DC85581E0A18E" xlink:type="arc" />
    <link:label id="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE_terseLabel_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Additions, Including Discontinued Operations</link:label>
    <link:label id="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE_label_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Additions, Including Discontinued Operations</link:label>
    <link:label id="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE_documentation_en-US" xlink:label="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Additions, Including Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations" xlink:label="loc_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:to="lab_clf_PropertyPlantandEquipmentAdditionsIncludingDiscontinuedOperations_EEAD3C46EB0EB92572C2A719C440CCDE" xlink:type="arc" />
    <link:label id="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B_negatedLabel_en-US" xlink:label="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Non-cash accruals</link:label>
    <link:label id="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B_label_en-US" xlink:label="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Expenditure, Non-Cash Accruals</link:label>
    <link:label id="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B_documentation_en-US" xlink:label="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Capital Expenditure, Non-Cash Accruals</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CapitalExpenditureNonCashAccruals" xlink:label="loc_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:to="lab_clf_CapitalExpenditureNonCashAccruals_0069DA9C5C830B4F338FA719C4480F9B" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C_negatedLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Capital leases</link:label>
    <link:label id="lab_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C_label_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Lease Obligations Incurred</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalLeaseObligationsIncurred" xlink:label="loc_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C" xlink:to="lab_us-gaap_CapitalLeaseObligationsIncurred_607BDEE254A025F04B05A719C449B52C" xlink:type="arc" />
    <link:label id="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7_negatedTerseLabel_en-US" xlink:label="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Government grant rebate</link:label>
    <link:label id="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7_label_en-US" xlink:label="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Government grant rebate</link:label>
    <link:label id="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7_documentation_en-US" xlink:label="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Government grant rebate</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Governmentgrantrebate" xlink:label="loc_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:to="lab_clf_Governmentgrantrebate_DFC244FA2E739C2E74E4A719C44BCEF7" xlink:type="arc" />
    <link:label id="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838_terseLabel_en-US" xlink:label="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payments To Acquire Property Plant And Equipment Net</link:label>
    <link:label id="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838_label_en-US" xlink:label="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments To Acquire Property Plant And Equipment Net</link:label>
    <link:label id="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838_documentation_en-US" xlink:label="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments To Acquire Property Plant And Equipment, Net</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PaymentsToAcquirePropertyPlantAndEquipmentNet" xlink:label="loc_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:to="lab_clf_PaymentsToAcquirePropertyPlantAndEquipmentNet_B613400DBB3BF64F73FAA719C452F838" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_C515F59E0C8CFF62FAADFBED8957E999_label_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_C515F59E0C8CFF62FAADFBED8957E999" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitments and Contingencies Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:label="loc_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_C515F59E0C8CFF62FAADFBED8957E999" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_C515F59E0C8CFF62FAADFBED8957E999" xlink:to="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_C515F59E0C8CFF62FAADFBED8957E999" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7_terseLabel_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">COMMITMENTS AND CONTINGENCIES</link:label>
    <link:label id="lab_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7_label_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitments and Contingencies Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" xlink:label="loc_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7" xlink:to="lab_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_36E8D809A815AD1520E3FBED895710F7" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Health care cost trend rate assumed for next year</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Health Care Cost Trend Rate Assumed, Next Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear" xlink:label="loc_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E" xlink:to="lab_us-gaap_DefinedBenefitPlanHealthCareCostTrendRateAssumedNextFiscalYear_24FE4773C67F13C5DBE2FBED85C1366E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ultimate health care cost trend rate</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Ultimate Health Care Cost Trend Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1" xlink:label="loc_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548" xlink:to="lab_us-gaap_DefinedBenefitPlanUltimateHealthCareCostTrendRate1_60EC3DC39EEB7B8DD2C3FBED85C19548" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfStockholdersEquityAbstract_D91E33C88D3DBB5D6343BFC7C07212D3_label_en-US" xlink:label="lab_us-gaap_StatementOfStockholdersEquityAbstract_D91E33C88D3DBB5D6343BFC7C07212D3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Stockholders' Equity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfStockholdersEquityAbstract" xlink:label="loc_us-gaap_StatementOfStockholdersEquityAbstract_D91E33C88D3DBB5D6343BFC7C07212D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfStockholdersEquityAbstract_D91E33C88D3DBB5D6343BFC7C07212D3" xlink:to="lab_us-gaap_StatementOfStockholdersEquityAbstract_D91E33C88D3DBB5D6343BFC7C07212D3" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Stock, Dividends, Per Share, Declared</link:label>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3_label_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Dividends, Per Share, Declared</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockDividendsPerShareDeclared" xlink:label="loc_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3" xlink:to="lab_us-gaap_CommonStockDividendsPerShareDeclared_0755D13CFF9D367A7373BFC7C07531D3" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEGMENT REPORTING</link:label>
    <link:label id="lab_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11_label_en-US" xlink:label="lab_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingDisclosureTextBlock" xlink:label="loc_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11" xlink:to="lab_us-gaap_SegmentReportingDisclosureTextBlock_18F506658E7FBBD7A2377FFA7581CE11" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63_terseLabel_en-US" xlink:label="lab_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retirement Plan Type [Axis]</link:label>
    <link:label id="lab_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63_label_en-US" xlink:label="lab_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retirement Plan Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanTypeAxis" xlink:label="loc_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63" xlink:to="lab_us-gaap_RetirementPlanTypeAxis_69AE9591618C4F80AE3CFBED84A8DF63" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730_terseLabel_en-US" xlink:label="lab_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retirement Plan Type [Domain]</link:label>
    <link:label id="lab_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730_label_en-US" xlink:label="lab_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retirement Plan Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanTypeDomain" xlink:label="loc_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730" xlink:to="lab_us-gaap_RetirementPlanTypeDomain_8A5887321233B3222BADFBED84A9D730" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA_terseLabel_en-US" xlink:label="lab_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pension Benefits [Member]</link:label>
    <link:label id="lab_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA_label_en-US" xlink:label="lab_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pension Plan [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionPlansDefinedBenefitMember" xlink:label="loc_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA" xlink:to="lab_us-gaap_PensionPlansDefinedBenefitMember_BEC0B3D5D787341A4D5AFBED84A972CA" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4_terseLabel_en-US" xlink:label="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Benefits [Member]</link:label>
    <link:label id="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4_label_en-US" xlink:label="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Postretirement Benefits Plan [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember" xlink:label="loc_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4" xlink:to="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_FDDAC7CB39594C2263D4FBED84A95AD4" xlink:type="arc" />
    <link:label id="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B_terseLabel_en-US" xlink:label="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimated net periodic benefit cost</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B_label_en-US" xlink:label="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan Expected Net Periodic Benefit Cost</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B_documentation_en-US" xlink:label="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Net Periodic Benefit Cost</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost" xlink:label="loc_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:to="lab_clf_DefinedBenefitPlanExpectedNetPeriodicBenefitCost_7C790F0FDF9371ACAC29FBED84A9DD2B" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_322CC90CEAE5DC902F67FBED855694EC_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_322CC90CEAE5DC902F67FBED855694EC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other Postretirement Benefit Plan, Defined Benefit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember" xlink:label="loc_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_322CC90CEAE5DC902F67FBED855694EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_322CC90CEAE5DC902F67FBED855694EC" xlink:to="lab_us-gaap_OtherPostretirementBenefitPlansDefinedBenefitMember_322CC90CEAE5DC902F67FBED855694EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:label id="lab_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963_label_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeAxis" xlink:label="loc_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963" xlink:to="lab_us-gaap_InvestmentTypeAxis_9B2BA3E08067DCF32955FBED85569963" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investments [Domain]</link:label>
    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC_label_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeCategorizationMember" xlink:label="loc_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC" xlink:to="lab_us-gaap_InvestmentTypeCategorizationMember_B3734571093565E1E07EFBED8556D3CC" xlink:type="arc" />
    <link:label id="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE_terseLabel_en-US" xlink:label="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">U S Small Mid Cap [Member]</link:label>
    <link:label id="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE_label_en-US" xlink:label="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">U S Small Mid Cap [Member]</link:label>
    <link:label id="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE_documentation_en-US" xlink:label="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">US Small / Mid Cap</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_USSmallMidCapMember" xlink:label="loc_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:to="lab_clf_USSmallMidCapMember_96E029FA7A5142627E40FBED85578DDE" xlink:type="arc" />
    <link:label id="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7_terseLabel_en-US" xlink:label="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">International [Member]</link:label>
    <link:label id="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7_label_en-US" xlink:label="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">International [Member]</link:label>
    <link:label id="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7_documentation_en-US" xlink:label="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">International</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InternationalMember" xlink:label="loc_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:to="lab_clf_InternationalMember_D58FD502F9A66425E1A9FBED8557FDC7" xlink:type="arc" />
    <link:label id="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900_terseLabel_en-US" xlink:label="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">U S Large Cap [Member]</link:label>
    <link:label id="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900_label_en-US" xlink:label="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">U S Large Cap [Member]</link:label>
    <link:label id="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900_documentation_en-US" xlink:label="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">US Large Cap</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_USLargeCapMember" xlink:label="loc_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:to="lab_clf_USLargeCapMember_B30E6585E5AEAAAA4A7FFBED85577900" xlink:type="arc" />
    <link:label id="lab_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94_terseLabel_en-US" xlink:label="lab_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fixed Income Investments [Member]</link:label>
    <link:label id="lab_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94_label_en-US" xlink:label="lab_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fixed Income Investments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FixedIncomeInvestmentsMember" xlink:label="loc_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94" xlink:to="lab_us-gaap_FixedIncomeInvestmentsMember_A28DB15FFBEBB8143C7AFBED8558DC94" xlink:type="arc" />
    <link:label id="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396_terseLabel_en-US" xlink:label="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Structured Credit [Member]</link:label>
    <link:label id="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396_label_en-US" xlink:label="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Structured Credit [Member]</link:label>
    <link:label id="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396_documentation_en-US" xlink:label="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Structured Credit [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_StructuredCreditMember" xlink:label="loc_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:to="lab_clf_StructuredCreditMember_B3F544C1E5CA215FEEE1FBED85594396" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1_terseLabel_en-US" xlink:label="lab_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash [Member]</link:label>
    <link:label id="lab_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1_label_en-US" xlink:label="lab_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashMember" xlink:label="loc_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1" xlink:to="lab_us-gaap_CashMember_6DB8AA1133D222CBA336FBED855A57E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303_terseLabel_en-US" xlink:label="lab_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Securities [Member]</link:label>
    <link:label id="lab_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303_label_en-US" xlink:label="lab_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Securities [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquitySecuritiesMember" xlink:label="loc_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303" xlink:to="lab_us-gaap_EquitySecuritiesMember_A307B4C70C107D67E66FFBED855A5303" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_D89E6C8EEF1DE5D6A250FBED855AA89B_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_D89E6C8EEF1DE5D6A250FBED855AA89B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:label="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_D89E6C8EEF1DE5D6A250FBED855AA89B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_D89E6C8EEF1DE5D6A250FBED855AA89B" xlink:to="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_D89E6C8EEF1DE5D6A250FBED855AA89B" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 1 [Member]</link:label>
    <link:label id="lab_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 1 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel1Member" xlink:label="loc_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887" xlink:to="lab_us-gaap_FairValueInputsLevel1Member_FCA4E8928E2B43C3ACEDFBED855BC887" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_1F9086345DAAB131492EFBED855BBDEE_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_1F9086345DAAB131492EFBED855BBDEE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFairValueOfPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_1F9086345DAAB131492EFBED855BBDEE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_1F9086345DAAB131492EFBED855BBDEE" xlink:to="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_1F9086345DAAB131492EFBED855BBDEE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentTable" xlink:label="loc_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970" xlink:to="lab_us-gaap_DebtInstrumentTable_9D0A201D3D9392B37E0EC3349D36A970" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentLineItems" xlink:label="loc_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE" xlink:to="lab_us-gaap_DebtInstrumentLineItems_AD58C0083736343C029FC3349D39EBBE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Face amount</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount_A5DF8E4827A2204AC37AC3349D39EC14" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnamortizedDebtIssuanceExpense_1CFB9D10726F30C614C1C3349D3F6639_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_UnamortizedDebtIssuanceExpense_1CFB9D10726F30C614C1C3349D3F6639" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Unamortized Debt Issuance Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnamortizedDebtIssuanceExpense" xlink:label="loc_us-gaap_UnamortizedDebtIssuanceExpense_1CFB9D10726F30C614C1C3349D3F6639" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnamortizedDebtIssuanceExpense_1CFB9D10726F30C614C1C3349D3F6639" xlink:to="lab_us-gaap_UnamortizedDebtIssuanceExpense_1CFB9D10726F30C614C1C3349D3F6639" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscount_6E2037F25FAA45E1AF7FC3349D3F261F_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscount_6E2037F25FAA45E1AF7FC3349D3F261F" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscount" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscount_6E2037F25FAA45E1AF7FC3349D3F261F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentUnamortizedDiscount_6E2037F25FAA45E1AF7FC3349D3F261F" xlink:to="lab_us-gaap_DebtInstrumentUnamortizedDiscount_6E2037F25FAA45E1AF7FC3349D3F261F" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B_totalLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt</link:label>
    <link:label id="lab_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B_label_en-US" xlink:label="lab_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebt" xlink:label="loc_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B" xlink:to="lab_us-gaap_LongTermDebt_0F395375AC4B54932862C3349D405B4B" xlink:type="arc" />
    <link:label id="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15_terseLabel_en-US" xlink:label="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Adjustment to Interest Rate Hedge</link:label>
    <link:label id="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15_label_en-US" xlink:label="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Adjustment to Interest Rate Hedge</link:label>
    <link:label id="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15_documentation_en-US" xlink:label="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value Adjustment to Interest Rate Hedge</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueAdjustmenttoInterestRateHedge" xlink:label="loc_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:to="lab_clf_FairValueAdjustmenttoInterestRateHedge_1AEAEED829CABD0B1A5CC3349D405D15" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefits" xlink:label="loc_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B" xlink:to="lab_us-gaap_UnrecognizedTaxBenefits_3B19B4FC23073A934A31C4165AAA235B" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Prior Period Tax Positions</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Prior Period Tax Positions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_C491F55D5D30F657D038C4165AAABE73" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Decrease Resulting from Prior Period Tax Positions</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Decrease Resulting from Prior Period Tax Positions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromPriorPeriodTaxPositions_397E2D16961AC74E67C2C4165AAAB97A" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Current Period Tax Positions</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Current Period Tax Positions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromCurrentPeriodTaxPositions_72EC2F4B9C0E35DE9C85C4165AAA7750" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Decrease Resulting from Settlements with Taxing Authorities</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Decrease Resulting from Settlements with Taxing Authorities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsDecreasesResultingFromSettlementsWithTaxingAuthorities_919929C431B2561C85AAC4165AAA8630" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Settlements with Taxing Authorities</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Settlements with Taxing Authorities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromSettlementsWithTaxingAuthorities_40B1867DDC861F8A4449C4165AAAFA64" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Reduction Resulting from Lapse of Applicable Statute of Limitations</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Reduction Resulting from Lapse of Applicable Statute of Limitations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsReductionsResultingFromLapseOfApplicableStatuteOfLimitations_99BB17666E5C3B458FCDC4165AAAD4C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Increases decreases to unrecognized tax benefits</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Period Increase (Decrease)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsPeriodIncreaseDecrease_4DA05ACDC33405F3EA11C46092A54DE6" xlink:type="arc" />
    <link:label id="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16_terseLabel_en-US" xlink:label="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Benefits [Axis]</link:label>
    <link:label id="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16_label_en-US" xlink:label="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Benefits [Axis]</link:label>
    <link:label id="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16_documentation_en-US" xlink:label="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Benefits [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherBenefitsAxis" xlink:label="loc_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:to="lab_clf_OtherBenefitsAxis_EF5CFFD8B630BAF828A5FBED8AE5BB16" xlink:type="arc" />
    <link:label id="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7_terseLabel_en-US" xlink:label="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Benefits [Domain]</link:label>
    <link:label id="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7_label_en-US" xlink:label="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Benefits [Domain]</link:label>
    <link:label id="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7_documentation_en-US" xlink:label="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Other Benefits [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherBenefitsDomain" xlink:label="loc_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:to="lab_clf_OtherBenefitsDomain_7FE7B73C1A69F3742328FBED8AE605C7" xlink:type="arc" />
    <link:label id="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39_terseLabel_en-US" xlink:label="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Direct Payments [Member]</link:label>
    <link:label id="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39_label_en-US" xlink:label="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Direct Payments [Member]</link:label>
    <link:label id="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39_documentation_en-US" xlink:label="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Direct payments made into the other postretirement benefit plans.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DirectPaymentsMember" xlink:label="loc_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:to="lab_clf_DirectPaymentsMember_558418733F3C600E2D67FBED8AE63B39" xlink:type="arc" />
    <link:label id="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F_terseLabel_en-US" xlink:label="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Veba Trust [Member]</link:label>
    <link:label id="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F_label_en-US" xlink:label="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Veba Trust [Member]</link:label>
    <link:label id="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F_documentation_en-US" xlink:label="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Relating to the Voluntary Employees' Beneficiary Association (VEBA) Trust Plans.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_VebaTrustMember" xlink:label="loc_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:to="lab_clf_VebaTrustMember_8C43AA81B537E75A41BBFBED8AE6B44F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded Percentage</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFundedPercentage" xlink:label="loc_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E" xlink:to="lab_us-gaap_DefinedBenefitPlanFundedPercentage_23E4848D622F8F8B1DE3FBED8AE75A8E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Company contributions</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Contributions by Employer</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanContributionsByEmployer" xlink:label="loc_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055" xlink:to="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_0146AE6119850BE07E00FBED8AE82055" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expected company contributions, next fiscal year</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Employer Contributions, Next Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureEmployerContributionsNextFiscalYear_6D63482B8FC75BC106E9FBED8AE828E6" xlink:type="arc" />
    <link:label id="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31_terseLabel_en-US" xlink:label="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Value of VEBA Trust Assets as a Percentage of the Funding Obligation</link:label>
    <link:label id="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31_label_en-US" xlink:label="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Value of VEBA Trust Assets as a Percentage of the Funding Obligation</link:label>
    <link:label id="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31_documentation_en-US" xlink:label="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Value of VEBA Trust Assets as a Percentage of the Funding Obligation that causes the funding obligation to be suspended.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation" xlink:label="loc_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:to="lab_clf_ValueOfVebaTrustAssetsAsPercentageOfFundingObligation_01611E778CC94F1FCF17FBED8AE89A31" xlink:type="arc" />
    <link:label id="lab_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E_terseLabel_en-US" xlink:label="lab_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Site Contingency [Table]</link:label>
    <link:label id="lab_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E_label_en-US" xlink:label="lab_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Site Contingency [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SiteContingencyTable" xlink:label="loc_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E" xlink:to="lab_us-gaap_SiteContingencyTable_A2A8EBE8C896D58243F1C8557F5F467E" xlink:type="arc" />
    <link:label id="lab_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A_terseLabel_en-US" xlink:label="lab_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Remediation Site [Axis]</link:label>
    <link:label id="lab_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A_label_en-US" xlink:label="lab_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Remediation Site [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EnvironmentalRemediationSiteAxis" xlink:label="loc_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A" xlink:to="lab_us-gaap_EnvironmentalRemediationSiteAxis_48B784FB52798FD0687CC8557F5F1D9A" xlink:type="arc" />
    <link:label id="lab_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28_terseLabel_en-US" xlink:label="lab_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Remediation Site [Domain]</link:label>
    <link:label id="lab_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28_label_en-US" xlink:label="lab_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Remediation Site [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EnvironmentalRemediationSiteDomain" xlink:label="loc_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28" xlink:to="lab_us-gaap_EnvironmentalRemediationSiteDomain_0DBE12C696CAAE1B806DC8557F5F0F28" xlink:type="arc" />
    <link:label id="lab_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss Contingency Nature [Axis]</link:label>
    <link:label id="lab_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB_label_en-US" xlink:label="lab_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loss Contingency Nature [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LossContingenciesByNatureOfContingencyAxis" xlink:label="loc_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB" xlink:to="lab_us-gaap_LossContingenciesByNatureOfContingencyAxis_67D988EC562103E3F3ADC8557F6FE5AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss Contingency, Nature [Domain]</link:label>
    <link:label id="lab_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74_label_en-US" xlink:label="lab_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loss Contingency, Nature [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LossContingencyNatureDomain" xlink:label="loc_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74" xlink:to="lab_us-gaap_LossContingencyNatureDomain_CDF2AD6F590CE1199D47C8557F6F7F74" xlink:type="arc" />
    <link:label id="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF_terseLabel_en-US" xlink:label="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mine Closure [Axis]</link:label>
    <link:label id="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF_label_en-US" xlink:label="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mine Closure [Axis]</link:label>
    <link:label id="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF_documentation_en-US" xlink:label="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mine Closure [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MineClosureAxis" xlink:label="loc_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:to="lab_clf_MineClosureAxis_E70101459AA10D282F92C8557F6FDCBF" xlink:type="arc" />
    <link:label id="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C_terseLabel_en-US" xlink:label="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mine Closure [Domain]</link:label>
    <link:label id="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C_label_en-US" xlink:label="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mine Closure [Domain]</link:label>
    <link:label id="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C_documentation_en-US" xlink:label="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Mine Closure [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MineClosureDomain" xlink:label="loc_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:to="lab_clf_MineClosureDomain_84B99A73822C6982C447C8557F6F1F6C" xlink:type="arc" />
    <link:label id="lab_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6_terseLabel_en-US" xlink:label="lab_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Site Contingency [Line Items]</link:label>
    <link:label id="lab_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6_label_en-US" xlink:label="lab_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Site Contingency [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SiteContingencyLineItems" xlink:label="loc_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6" xlink:to="lab_us-gaap_SiteContingencyLineItems_424A8F3414B0034A8C3CC8557F6F62E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35_terseLabel_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrual for Environmental Loss Contingencies</link:label>
    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35_label_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrual for Environmental Loss Contingencies</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccrualForEnvironmentalLossContingencies" xlink:label="loc_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35" xlink:to="lab_us-gaap_AccrualForEnvironmentalLossContingencies_CAE9977B554AEB97273EC8557F6FDA35" xlink:type="arc" />
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133_terseLabel_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current And Noncurrent</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133_label_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current And Noncurrent</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133_documentation_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current And Noncurrent</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent" xlink:label="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:to="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrentAndNoncurrent_6F6051F2DA2CF14D2124C8557F6FD133" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92_terseLabel_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrual for Environmental Loss Contingencies, Period Increase (Decrease)</link:label>
    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92_label_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrual for Environmental Loss Contingencies, Period Increase (Decrease)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease" xlink:label="loc_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92" xlink:to="lab_us-gaap_AccrualForEnvironmentalLossContingenciesPeriodIncreaseDecrease_83748E8F301DE365D349C8557F6F5E92" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Extinguishment of Debt [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097_label_en-US" xlink:label="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Extinguishment of Debt [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfExtinguishmentOfDebtTable" xlink:label="loc_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097" xlink:to="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTable_E71A2E84ABCE007207E0B3B18BF40097" xlink:type="arc" />
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB_terseLabel_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt [Line Items]</link:label>
    <link:label id="lab_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB_label_en-US" xlink:label="lab_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Extinguishment of Debt [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExtinguishmentOfDebtLineItems" xlink:label="loc_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB" xlink:to="lab_us-gaap_ExtinguishmentOfDebtLineItems_EF43CCA55CC53DC09D0DB3B18BF4EABB" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $544M 7.75% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $544M 7.75% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $544.2M 7.75% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes" xlink:label="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:to="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof544M7.75Notes_E00E2F30217267F953D8B3B18BF46C78" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 3.95% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 3.95% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 3.95% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes" xlink:label="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:to="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M3.95Notes_31DBD4545FBCB06CE632B3B18BF4562E" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $400M 5.90% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $400M 5.90% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $400M 5.90% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes" xlink:label="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:to="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof400M5.90Notes_3D053D50CA1E3F1CB7FBB3B18BF4E120" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 4.80% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 4.80% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $500M 4.80% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes" xlink:label="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:to="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof500M4.80Notes_53BE7A23AE447CA39756B3B18BF487F8" xlink:type="arc" />
    <link:label id="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303_terseLabel_en-US" xlink:label="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, Face Amount Received in Debt Exchange of $700M 4.875% Notes</link:label>
    <link:label id="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303_label_en-US" xlink:label="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt instrument, Face Amount Received in Debt Exchange of $700M 4.875% Notes</link:label>
    <link:label id="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303_documentation_en-US" xlink:label="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt instrument, Face Amount Received in Debt Exchange of $700M 4.875% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes" xlink:label="loc_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:to="lab_clf_DebtinstrumentFaceAmountReceivedinDebtExchangeof700M4.875Notes_9D01E2E8C0945072C7A0B3B18BF48303" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $800M 6.25% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18_label_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $800M 6.25% Notes</link:label>
    <link:label id="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18_documentation_en-US" xlink:label="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount Received in Debt Exchange of $800M 6.25% Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes" xlink:label="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:to="lab_clf_DebtInstrumentFaceAmountReceivedinDebtExchangeof800M6.25Notes_D2303B9E36242308DD1CB3B18BF42B18" xlink:type="arc" />
    <link:label id="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07_terseLabel_en-US" xlink:label="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt, carrying value</link:label>
    <link:label id="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07_label_en-US" xlink:label="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt, carrying value</link:label>
    <link:label id="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07_documentation_en-US" xlink:label="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt, carrying value</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Debtcarryingvalue" xlink:label="loc_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:to="lab_clf_Debtcarryingvalue_619417A1EB2DEA74D1BBB3B18BF41B07" xlink:type="arc" />
    <link:label id="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1_terseLabel_en-US" xlink:label="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depositary Shares [Member]</link:label>
    <link:label id="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1_label_en-US" xlink:label="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depositary Shares [Member]</link:label>
    <link:label id="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1_documentation_en-US" xlink:label="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Depositary Shares [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DepositarySharesMember" xlink:label="loc_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:to="lab_clf_DepositarySharesMember_41DC5341B35AEF7AD6EBC855831923F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Stock [Member]</link:label>
    <link:label id="lab_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368_label_en-US" xlink:label="lab_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockMember" xlink:label="loc_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368" xlink:to="lab_us-gaap_CommonStockMember_72118D578D666E39024DC85583195368" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81_terseLabel_en-US" xlink:label="lab_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Components [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81_label_en-US" xlink:label="lab_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Components [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementEquityComponentsAxis" xlink:label="loc_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81" xlink:to="lab_us-gaap_StatementEquityComponentsAxis_0BA94B54F6DA13346AF5C85583198C81" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F_terseLabel_en-US" xlink:label="lab_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Component [Domain]</link:label>
    <link:label id="lab_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F_label_en-US" xlink:label="lab_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Component [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityComponentDomain" xlink:label="loc_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F" xlink:to="lab_us-gaap_EquityComponentDomain_FB30776BFCC6194345D6C8558319623F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E_terseLabel_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital in Excess of Par Value of Shares [Member]</link:label>
    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E_label_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Additional Paid-in Capital [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdditionalPaidInCapitalMember" xlink:label="loc_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E" xlink:to="lab_us-gaap_AdditionalPaidInCapitalMember_295B521732FC01C3A526C85583190B2E" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED_terseLabel_en-US" xlink:label="lab_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retained Earnings [Member]</link:label>
    <link:label id="lab_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED_label_en-US" xlink:label="lab_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retained Earnings [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetainedEarningsMember" xlink:label="loc_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED" xlink:to="lab_us-gaap_RetainedEarningsMember_6F2F19C99FE853758EFDC8558319F3ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842_terseLabel_en-US" xlink:label="lab_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Shares in Treasury [Member]</link:label>
    <link:label id="lab_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842_label_en-US" xlink:label="lab_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Treasury Stock [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TreasuryStockMember" xlink:label="loc_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842" xlink:to="lab_us-gaap_TreasuryStockMember_608C63039B6BFD04ED79C85583192842" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss) [Member]</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">AOCI Attributable to Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeMember" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_B9F7F2BE3D504BF9C7ACC85583192CED" xlink:type="arc" />
    <link:label id="lab_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE_terseLabel_en-US" xlink:label="lab_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest [Member]</link:label>
    <link:label id="lab_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE_label_en-US" xlink:label="lab_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NoncontrollingInterestMember" xlink:label="loc_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE" xlink:to="lab_us-gaap_NoncontrollingInterestMember_604C78C2DBD441C8B2F7C8558319F4DE" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7_verboseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Stockholders' Equity [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Stockholders' Equity [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInStockholdersEquityRollForward" xlink:label="loc_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7" xlink:to="lab_us-gaap_IncreaseDecreaseInStockholdersEquityRollForward_5CF1AF2FC199793E5F10C8558319DEF7" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481_periodStartLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Balance, beginning of period (in shares)</link:label>
    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481_label_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Shares, Outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesOutstanding" xlink:label="loc_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481" xlink:to="lab_us-gaap_CommonStockSharesOutstanding_0201F11FF43FE512703BC85583194481" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B0FD50DE592C0C2F6A7AC855831905E7_periodStartLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B0FD50DE592C0C2F6A7AC855831905E7" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Balance, beginning of period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B0FD50DE592C0C2F6A7AC855831905E7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B0FD50DE592C0C2F6A7AC855831905E7" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B0FD50DE592C0C2F6A7AC855831905E7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB_terseLabel_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss), Net of Tax, Including Portion Attributable to Noncontrolling Interest [Abstract]</link:label>
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB_label_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss), Net of Tax, Including Portion Attributable to Noncontrolling Interest [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB" xlink:to="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterestAbstract_B8450724AA80C58ACE7DC8558319FBDB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProfitLoss_AD0E771D7A299DAF4606C8558319E2C4_totalLabel_en-US" xlink:label="lab_us-gaap_ProfitLoss_AD0E771D7A299DAF4606C8558319E2C4" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">NET INCOME</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProfitLoss" xlink:label="loc_us-gaap_ProfitLoss_AD0E771D7A299DAF4606C8558319E2C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProfitLoss_AD0E771D7A299DAF4606C8558319E2C4" xlink:to="lab_us-gaap_ProfitLoss_AD0E771D7A299DAF4606C8558319E2C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Loss</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Net of Tax, Portion Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_CFF0F5A5DC559122594BC8558319A86D" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER COMPREHENSIVE INCOME</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_DDAEB2A36AE3E94EBA65C85583197D86" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Pension and OPEB liability, net of tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, after Reclassification Adjustment, after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_6EFF88B0D141A54AAD72C85583196561" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577_terseLabel_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total comprehensive income (loss)</link:label>
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577_label_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss), Net of Tax, Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577" xlink:to="lab_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_44A369CBCC356847CB03C8558319B577" xlink:type="arc" />
    <link:label id="lab_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncement or Change in Accounting Principle, Effect of Adoption, Quantification</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncement or Change in Accounting Principle, Effect of Adoption, Quantification</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification" xlink:label="loc_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34" xlink:to="lab_us-gaap_NewAccountingPronouncementOrChangeInAccountingPrincipleEffectOfAdoptionQuantification_A4AB3F0E2FA62F709153C8558319AB34" xlink:type="arc" />
    <link:label id="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02_terseLabel_en-US" xlink:label="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Distributions to noncontrolling interest</link:label>
    <link:label id="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02_label_en-US" xlink:label="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Undistributed Earnings Losses Related to Noncontrolling Interests</link:label>
    <link:label id="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02_documentation_en-US" xlink:label="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Undistributed Earnings Losses Related to Noncontrolling Interests</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests" xlink:label="loc_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:to="lab_clf_UndistributedEarningsLossesRelatedToNoncontrollingInterests_4D8DDD023BD39D7AA167C85583191D02" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Distributions of partnership equity</link:label>
    <link:label id="lab_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357_label_en-US" xlink:label="lab_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest, Decrease from Distributions to Noncontrolling Interest Holders</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders" xlink:label="loc_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357" xlink:to="lab_us-gaap_MinorityInterestDecreaseFromDistributionsToNoncontrollingInterestHolders_3F7872138CBC953FB615C85583192357" xlink:type="arc" />
    <link:label id="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D_terseLabel_en-US" xlink:label="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital contributions by noncontrolling interest to subsidiary</link:label>
    <link:label id="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D_label_en-US" xlink:label="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital contributions by noncontrolling interest to subsidiary</link:label>
    <link:label id="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D_documentation_en-US" xlink:label="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Capital contributions by noncontrolling interest to subsidiary</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary" xlink:label="loc_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:to="lab_clf_Capitalcontributionsbynoncontrollinginteresttosubsidiary_E41D6472A4FA76FA9E6EC85583195A0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock and other incentive plans (in shares)</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, Share-based Compensation, Net of Forfeitures</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_83FFB077715DDF08F311C8558319BB80" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock and other incentive plans</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Value, Share-based Compensation, Net of Forfeitures</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation" xlink:label="loc_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1" xlink:to="lab_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_1CE4C8AE6AC9DE684BC7C855831983F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5_terseLabel_en-US" xlink:label="lab_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Repurchased During Period, Shares</link:label>
    <link:label id="lab_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5_label_en-US" xlink:label="lab_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Repurchased During Period, Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockRepurchasedDuringPeriodShares" xlink:label="loc_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5" xlink:to="lab_us-gaap_StockRepurchasedDuringPeriodShares_36B4E51C8B17777966DCC855831948A5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Common stock dividends ($0.05 per share)</link:label>
    <link:label id="lab_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD_label_en-US" xlink:label="lab_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Common Stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsCommonStock" xlink:label="loc_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD" xlink:to="lab_us-gaap_DividendsCommonStock_7B2EEC6B02CF491D0D09C855831941AD" xlink:type="arc" />
    <link:label id="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3_terseLabel_en-US" xlink:label="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shares issued for debt exchange</link:label>
    <link:label id="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3_label_en-US" xlink:label="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Shares issued for debt exchange</link:label>
    <link:label id="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3_documentation_en-US" xlink:label="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Shares issued for debt exchange</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Sharesissuedfordebtexchange" xlink:label="loc_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:to="lab_clf_Sharesissuedfordebtexchange_2989D296A05D38F9AE0AC8558319A0A3" xlink:type="arc" />
    <link:label id="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D_terseLabel_en-US" xlink:label="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt for equity exchange (value)</link:label>
    <link:label id="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D_label_en-US" xlink:label="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt for equity exchange (value)</link:label>
    <link:label id="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D_documentation_en-US" xlink:label="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt for equity exchange (value)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Debtforequityexchangevalue" xlink:label="loc_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:to="lab_clf_Debtforequityexchangevalue_9A1B80FA64474CFB8FA8C85583190E0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Value, Conversion of Convertible Securities</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Value, Conversion of Convertible Securities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities" xlink:label="loc_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C" xlink:to="lab_us-gaap_StockIssuedDuringPeriodValueConversionOfConvertibleSecurities_AF1FC6D4E481186BA802C8558319259C" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, Conversion of Units</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, Conversion of Units</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesConversionOfUnits_B9A88545991617891D38C85583192F31" xlink:type="arc" />
    <link:label id="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D_terseLabel_en-US" xlink:label="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common stock issuance (value)</link:label>
    <link:label id="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D_label_en-US" xlink:label="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common stock issuance (value)</link:label>
    <link:label id="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D_documentation_en-US" xlink:label="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Common stock issuance (value)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Commonstockissuancevalue" xlink:label="loc_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:to="lab_clf_Commonstockissuancevalue_4FA42995A215BD8C1C60C8558319C75D" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB_terseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Acquisition of Noncontrolling Interest</link:label>
    <link:label id="lab_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB_label_en-US" xlink:label="lab_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest, Decrease from Redemptions or Purchase of Interests</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestDecreaseFromRedemptions" xlink:label="loc_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB" xlink:to="lab_us-gaap_MinorityInterestDecreaseFromRedemptions_F65C546DC1B46BB67CD4C855831992DB" xlink:type="arc" />
    <link:label id="lab_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred Stock, Shares Outstanding</link:label>
    <link:label id="lab_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E_label_en-US" xlink:label="lab_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Stock, Shares Outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockSharesOutstanding" xlink:label="loc_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E" xlink:to="lab_us-gaap_PreferredStockSharesOutstanding_3D38B3C72C523B7D9DE2C8558319427E" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_99E07872158C8D563FD7C8558319E035_periodEndLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding_99E07872158C8D563FD7C8558319E035" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Balance, end of period (in shares)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesOutstanding" xlink:label="loc_us-gaap_CommonStockSharesOutstanding_99E07872158C8D563FD7C8558319E035" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesOutstanding_99E07872158C8D563FD7C8558319E035" xlink:to="lab_us-gaap_CommonStockSharesOutstanding_99E07872158C8D563FD7C8558319E035" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_3C75CB8CD296A94F8CA2C8558319BAFF_periodEndLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_3C75CB8CD296A94F8CA2C8558319BAFF" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Balance, end of period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_3C75CB8CD296A94F8CA2C8558319BAFF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_3C75CB8CD296A94F8CA2C8558319BAFF" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_3C75CB8CD296A94F8CA2C8558319BAFF" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeAxis" xlink:label="loc_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66" xlink:to="lab_us-gaap_LongtermDebtTypeAxis_12CC0B981308149F44C2FBED8C0A9E66" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeDomain" xlink:label="loc_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2" xlink:to="lab_us-gaap_LongtermDebtTypeDomain_A774C7E77C9546F5A9C0FBED8C0B6DD2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period [Axis]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodAxis" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodAxis_3A5E58B1E2D66EE4FB7BFBED8C0C3856" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period [Domain]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodDomain" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodDomain_2C401AF2594D8C5D56C7FBED8C0C5462" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2018</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal in Next Twelve Months</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInNextTwelveMonths_0E29D1B9B2123B287CC1FBED8C0D1CE2" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2019</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal in Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_B6D3BECD81989A5C2D01FBED8C0DC1AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2020</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal in Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_979AC4A6A85C8E9AD825FBED8C0DDA5C" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2021</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal in Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_2B1C0739081DC217B591FBED8C0D7D1F" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2022</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal in Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_CDF0AA399727C1BA8ACFFBED8C0E25EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Maturities 2023 and After</link:label>
    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB_label_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Repayments of Principal after Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive" xlink:label="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB" xlink:to="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_64FFC7AA90BB04821FCDFBED8C0EAFBB" xlink:type="arc" />
    <link:label id="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469_totalLabel_en-US" xlink:label="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Total</link:label>
    <link:label id="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469_label_en-US" xlink:label="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Total</link:label>
    <link:label id="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469_documentation_en-US" xlink:label="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long-term Debt, Maturities, Total</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LongTermDebtMaturitiesTotal" xlink:label="loc_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:to="lab_clf_LongTermDebtMaturitiesTotal_E4FA3FA893B35336AD8BFBED8C0E0469" xlink:type="arc" />
    <link:label id="lab_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E_terseLabel_en-US" xlink:label="lab_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany Foreign Currency Balance by Description [Axis]</link:label>
    <link:label id="lab_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E_label_en-US" xlink:label="lab_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intercompany Foreign Currency Balance by Description [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis" xlink:label="loc_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E" xlink:to="lab_us-gaap_IntercompanyForeignCurrencyBalanceByDescriptionAxis_6181484CA18F4CA36208C303FA23A15E" xlink:type="arc" />
    <link:label id="lab_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4_terseLabel_en-US" xlink:label="lab_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany Foreign Currency Balance, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4_label_en-US" xlink:label="lab_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intercompany Foreign Currency Balance, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IntercompanyForeignCurrencyBalanceNameDomain" xlink:label="loc_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4" xlink:to="lab_us-gaap_IntercompanyForeignCurrencyBalanceNameDomain_195BF869C8A6193F50DCC303FA2377D4" xlink:type="arc" />
    <link:label id="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD_terseLabel_en-US" xlink:label="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Transaction Gains and Losses Resulting from Remeasurement [Member]</link:label>
    <link:label id="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD_label_en-US" xlink:label="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Transaction Gains and Losses Resulting from Remeasurement [Member]</link:label>
    <link:label id="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD_documentation_en-US" xlink:label="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Transaction Gains and Losses Resulting from Remeasurement [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TransactionGainsandLossesResultingfromRemeasurementMember" xlink:label="loc_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:to="lab_clf_TransactionGainsandLossesResultingfromRemeasurementMember_7F1886EE9858B2E09E1EC303FA23E2DD" xlink:type="arc" />
    <link:label id="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53_terseLabel_en-US" xlink:label="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany loan [Member]</link:label>
    <link:label id="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53_label_en-US" xlink:label="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term intercompany loan [Member]</link:label>
    <link:label id="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53_documentation_en-US" xlink:label="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Short-term intercompany loan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ShorttermintercompanyloanMember" xlink:label="loc_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:to="lab_clf_ShorttermintercompanyloanMember_FC38E2D262F4278E3088C303FA232A53" xlink:type="arc" />
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C_terseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction Gain (Loss), before Tax</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C_label_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction Gain (Loss), before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ForeignCurrencyTransactionGainLossBeforeTax" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C" xlink:to="lab_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_0CCCE08553B7937D88E4C303FA23C34C" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityAbstract_7EE9FC838DA924B51639C8557EE2E374_label_en-US" xlink:label="lab_us-gaap_EquityAbstract_7EE9FC838DA924B51639C8557EE2E374" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityAbstract" xlink:label="loc_us-gaap_EquityAbstract_7EE9FC838DA924B51639C8557EE2E374" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityAbstract_7EE9FC838DA924B51639C8557EE2E374" xlink:to="lab_us-gaap_EquityAbstract_7EE9FC838DA924B51639C8557EE2E374" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital Stock [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8_label_en-US" xlink:label="lab_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Stock by Class [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfStockByClassTable" xlink:label="loc_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8" xlink:to="lab_us-gaap_ScheduleOfStockByClassTable_35498922B10240457BCEC8557EE2AEE8" xlink:type="arc" />
    <link:label id="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_3F11274321F21BA002A9C8557EE24E2A_terseLabel_en-US" xlink:label="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_3F11274321F21BA002A9C8557EE24E2A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$400 Million 5.90% 2020 Senior Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember" xlink:label="loc_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_3F11274321F21BA002A9C8557EE24E2A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_3F11274321F21BA002A9C8557EE24E2A" xlink:to="lab_clf_FourHundredMillionFivePointNineZeroTwoThousandAndTwentySeniorNoteMember_3F11274321F21BA002A9C8557EE24E2A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0_terseLabel_en-US" xlink:label="lab_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Class of Stock [Line Items]</link:label>
    <link:label id="lab_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0_label_en-US" xlink:label="lab_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Class of Stock [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassOfStockLineItems" xlink:label="loc_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0" xlink:to="lab_us-gaap_ClassOfStockLineItems_22A03FBD9854B8EA291CC8557EE2E6C0" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615_terseLabel_en-US" xlink:label="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Authorized Amount</link:label>
    <link:label id="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615_label_en-US" xlink:label="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Authorized Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockRepurchaseProgramAuthorizedAmount1" xlink:label="loc_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615" xlink:to="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_A9DF4A3DC94577E61BDDC8557EE27615" xlink:type="arc" />
    <link:label id="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031_terseLabel_en-US" xlink:label="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Average Price</link:label>
    <link:label id="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031_label_en-US" xlink:label="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Average Price</link:label>
    <link:label id="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031_documentation_en-US" xlink:label="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Average Price</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_StockRepurchaseProgramAveragePrice" xlink:label="loc_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:to="lab_clf_StockRepurchaseProgramAveragePrice_37303B54FA1C57A4A9D3C8557EE2F031" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4_terseLabel_en-US" xlink:label="lab_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Remaining Authorized Repurchase Amount</link:label>
    <link:label id="lab_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4_label_en-US" xlink:label="lab_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Repurchase Program, Remaining Authorized Repurchase Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1" xlink:label="loc_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4" xlink:to="lab_us-gaap_StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1_E9C4B39769FD105AF33CC8557EE2A7D4" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends payable, per share</link:label>
    <link:label id="lab_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7_label_en-US" xlink:label="lab_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable, Amount Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableAmountPerShare" xlink:label="loc_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7" xlink:to="lab_us-gaap_DividendsPayableAmountPerShare_59FCA0C6C7450E8F0435C8557EE2CEC7" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends Payable</link:label>
    <link:label id="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63_label_en-US" xlink:label="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:label="loc_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63" xlink:to="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFAAA3D9D14968B9F6ABC8557EE21C63" xlink:type="arc" />
    <link:label id="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D_terseLabel_en-US" xlink:label="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trading Day Window Determining Number of Common Shares Issuable on Conversion</link:label>
    <link:label id="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D_label_en-US" xlink:label="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trading Day Window Determining Number of Common Shares Issuable on Conversion</link:label>
    <link:label id="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D_documentation_en-US" xlink:label="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Trading Day Window Determining Number of Common Shares Issuable on Conversion</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion" xlink:label="loc_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:to="lab_clf_TradingDayWindowDeterminingNumberOfCommonSharesIssuableOnConversion_26750BF9A91BD35962DBC8557EE2C99D" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common shares, issued (in shares)</link:label>
    <link:label id="lab_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3_label_en-US" xlink:label="lab_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Shares, Issued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesIssued" xlink:label="loc_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3" xlink:to="lab_us-gaap_CommonStockSharesIssued_2589B83C25CAE12554E3C8557EE2B8F3" xlink:type="arc" />
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D_terseLabel_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion</link:label>
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D_label_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion</link:label>
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D_documentation_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion" xlink:label="loc_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:to="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversion_EA957DCF89DFDC044916C8557EE2112D" xlink:type="arc" />
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E_terseLabel_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion in Lieu of Dividend</link:label>
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E_label_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion in Lieu of Dividend</link:label>
    <link:label id="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E_documentation_en-US" xlink:label="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Convertible Preferred Stock, Common Shares Issued Upon Conversion in Lieu of Dividend</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend" xlink:label="loc_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:to="lab_clf_ConvertiblePreferredStockCommonSharesIssuedUponConversioninLieuofDividend_C726756C2090C67CCAA9C8557EE2F07E" xlink:type="arc" />
    <link:label id="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_53942DEDFA432E583A35C8557EE2FFA9_terseLabel_en-US" xlink:label="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_53942DEDFA432E583A35C8557EE2FFA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gain (loss) on extinguishment/restructuring of debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainsLossesOnExtinguishmentOfDebt" xlink:label="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_53942DEDFA432E583A35C8557EE2FFA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_53942DEDFA432E583A35C8557EE2FFA9" xlink:to="lab_us-gaap_GainsLossesOnExtinguishmentOfDebt_53942DEDFA432E583A35C8557EE2FFA9" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB_terseLabel_en-US" xlink:label="lab_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Scenario [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB_label_en-US" xlink:label="lab_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Scenario [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementScenarioAxis" xlink:label="loc_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB" xlink:to="lab_us-gaap_StatementScenarioAxis_9D1B7BFD604A93156DFEC473605AE0BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D_terseLabel_en-US" xlink:label="lab_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Scenario, Unspecified [Domain]</link:label>
    <link:label id="lab_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D_label_en-US" xlink:label="lab_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Scenario, Unspecified [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScenarioUnspecifiedDomain" xlink:label="loc_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D" xlink:to="lab_us-gaap_ScenarioUnspecifiedDomain_1929F007643C1847E1C2C473605A9F6D" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB_terseLabel_en-US" xlink:label="lab_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Report Date [Axis]</link:label>
    <link:label id="lab_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB_label_en-US" xlink:label="lab_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Report Date [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreationDateAxis" xlink:label="loc_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB" xlink:to="lab_us-gaap_CreationDateAxis_734C4621D67DA959DACDC473605A26AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06_terseLabel_en-US" xlink:label="lab_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial Statement Filing Date [Domain]</link:label>
    <link:label id="lab_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06_label_en-US" xlink:label="lab_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financial Statement Filing Date [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefaultFinancialStatementsDateMember" xlink:label="loc_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06" xlink:to="lab_us-gaap_DefaultFinancialStatementsDateMember_9E47C46189B5136A85F4C473605A8A06" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments for Change in Accounting Principle [Axis]</link:label>
    <link:label id="lab_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE_label_en-US" xlink:label="lab_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for Change in Accounting Principle [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis" xlink:label="loc_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE" xlink:to="lab_us-gaap_AdjustmentsForChangeInAccountingPrincipleAxis_8D3F31DDD35F9188111AC473605AD3CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5_terseLabel_en-US" xlink:label="lab_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments for Change in Accounting Principle [Domain]</link:label>
    <link:label id="lab_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5_label_en-US" xlink:label="lab_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for Change in Accounting Principle [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ChangeInAccountingPrincipleMember" xlink:label="loc_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5" xlink:to="lab_us-gaap_ChangeInAccountingPrincipleMember_7A3A6B0B6F9022CB10DFC473605A7EF5" xlink:type="arc" />
    <link:label id="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1_terseLabel_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments for Error Corrections [Axis]</link:label>
    <link:label id="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1_label_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for Error Corrections [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis" xlink:label="loc_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1" xlink:to="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_E15CC2DD85D7BD8EFE38C473605A85C1" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments for Error Correction [Domain]</link:label>
    <link:label id="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81_label_en-US" xlink:label="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for Error Correction [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsForErrorCorrectionDomain" xlink:label="loc_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81" xlink:to="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_055F79C54091FF0F86F6C473605A3A81" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Accumulated Other Comprehensive Income (Loss) [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2_label_en-US" xlink:label="lab_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Accumulated Other Comprehensive Income (Loss) [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2" xlink:to="lab_us-gaap_ScheduleOfAccumulatedOtherComprehensiveIncomeLossTableTextBlock_96CF1491B9CE07E78FC1C473605A0EA2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ACCUMLATED OTHER COMPREHENSIVE INCOME (LOSS)</link:label>
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16_label_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock" xlink:label="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16" xlink:to="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTableTextBlock_7B774FC1A6E0AADCE071C4D1FF5C3D16" xlink:type="arc" />
    <link:label id="lab_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9_terseLabel_en-US" xlink:label="lab_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land Rights And Mineral Rights [Member]</link:label>
    <link:label id="lab_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9_label_en-US" xlink:label="lab_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mining Properties and Mineral Rights [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MiningPropertiesAndMineralRightsMember" xlink:label="loc_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9" xlink:to="lab_us-gaap_MiningPropertiesAndMineralRightsMember_700341D69D416A156E23C488E8D3FBA9" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComputerEquipmentMember_5D5782D93DE6A6F8DF86C488E8D3F933_verboseLabel_en-US" xlink:label="lab_us-gaap_ComputerEquipmentMember_5D5782D93DE6A6F8DF86C488E8D3F933" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Office And Information Technology [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComputerEquipmentMember" xlink:label="loc_us-gaap_ComputerEquipmentMember_5D5782D93DE6A6F8DF86C488E8D3F933" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComputerEquipmentMember_5D5782D93DE6A6F8DF86C488E8D3F933" xlink:to="lab_us-gaap_ComputerEquipmentMember_5D5782D93DE6A6F8DF86C488E8D3F933" xlink:type="arc" />
    <link:label id="lab_us-gaap_BuildingMember_C4DA8D166A4842694929C488E8D3FFD5_verboseLabel_en-US" xlink:label="lab_us-gaap_BuildingMember_C4DA8D166A4842694929C488E8D3FFD5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Buildings [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BuildingMember" xlink:label="loc_us-gaap_BuildingMember_C4DA8D166A4842694929C488E8D3FFD5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BuildingMember_C4DA8D166A4842694929C488E8D3FFD5" xlink:to="lab_us-gaap_BuildingMember_C4DA8D166A4842694929C488E8D3FFD5" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquipmentMember_AAFF8A664ECCF64E3554C488E8D3616B_verboseLabel_en-US" xlink:label="lab_us-gaap_EquipmentMember_AAFF8A664ECCF64E3554C488E8D3616B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Mining Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquipmentMember" xlink:label="loc_us-gaap_EquipmentMember_AAFF8A664ECCF64E3554C488E8D3616B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquipmentMember_AAFF8A664ECCF64E3554C488E8D3616B" xlink:to="lab_us-gaap_EquipmentMember_AAFF8A664ECCF64E3554C488E8D3616B" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherMachineryAndEquipmentMember_D13BFCA4283CD049D96CC488E8D3E8DC_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherMachineryAndEquipmentMember_D13BFCA4283CD049D96CC488E8D3E8DC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Processing Equipment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherMachineryAndEquipmentMember" xlink:label="loc_us-gaap_OtherMachineryAndEquipmentMember_D13BFCA4283CD049D96CC488E8D3E8DC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherMachineryAndEquipmentMember_D13BFCA4283CD049D96CC488E8D3E8DC" xlink:to="lab_us-gaap_OtherMachineryAndEquipmentMember_D13BFCA4283CD049D96CC488E8D3E8DC" xlink:type="arc" />
    <link:label id="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6_terseLabel_en-US" xlink:label="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation [Member]</link:label>
    <link:label id="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6_label_en-US" xlink:label="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation [Member]</link:label>
    <link:label id="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6_documentation_en-US" xlink:label="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AssetRetirementObligationMember" xlink:label="loc_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:to="lab_clf_AssetRetirementObligationMember_F976A1C41D5B2DCDD4E1C488E8D32DD6" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Assets [Member]</link:label>
    <link:label id="lab_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A_label_en-US" xlink:label="lab_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAssetsMember" xlink:label="loc_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A" xlink:to="lab_us-gaap_OtherAssetsMember_AB8F7A05F95ED9BA9FA3C488E8D30A4A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001_terseLabel_en-US" xlink:label="lab_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Construction in Progress [Member]</link:label>
    <link:label id="lab_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001_label_en-US" xlink:label="lab_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Construction in Progress [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConstructionInProgressMember" xlink:label="loc_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001" xlink:to="lab_us-gaap_ConstructionInProgressMember_F28735A1CDC42AFBFC20C488E8D33001" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, plant and equipment, gross</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentGross" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentGross_5FBB69EBC62FC6A605FDC488E8D384EE" xlink:type="arc" />
    <link:label id="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B_negatedTerseLabel_en-US" xlink:label="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Depreciation and Depletion, Property, Plant and Equipment</link:label>
    <link:label id="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B_label_en-US" xlink:label="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Depreciation and Depletion, Property, Plant and Equipment</link:label>
    <link:label id="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B_documentation_en-US" xlink:label="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of accumulated depreciation and depletion for physical assets used in the normal conduct of business to produce goods and services.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment" xlink:label="loc_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:to="lab_clf_AccumulatedDepreciationandDepletionPropertyPlantandEquipment_FD3BD95C30AF12058681C488E8D38C3B" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_BD49BDC4F97C2CAF483DC488E8D3531E_totalLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_BD49BDC4F97C2CAF483DC488E8D3531E" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Property, plant and equipment, net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentNet" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_BD49BDC4F97C2CAF483DC488E8D3531E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentNet_BD49BDC4F97C2CAF483DC488E8D3531E" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentNet_BD49BDC4F97C2CAF483DC488E8D3531E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Income before Income Tax, Domestic and Foreign [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292_label_en-US" xlink:label="lab_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Income before Income Tax, Domestic and Foreign [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292" xlink:to="lab_us-gaap_ScheduleOfIncomeBeforeIncomeTaxDomesticAndForeignTableTextBlock_8554889D52C92B0FA841FBED8DFC3292" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Components of Income Tax Expense (Benefit) [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1_label_en-US" xlink:label="lab_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Components of Income Tax Expense (Benefit) [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1" xlink:to="lab_us-gaap_ScheduleOfComponentsOfIncomeTaxExpenseBenefitTableTextBlock_579510F18D9AAA2C8879FBED8DFC93A1" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Effective Income Tax Rate Reconciliation [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Effective Income Tax Rate Reconciliation [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B" xlink:to="lab_us-gaap_ScheduleOfEffectiveIncomeTaxRateReconciliationTableTextBlock_9F5A1592A8EE72427E67FBED8DFC7A2B" xlink:type="arc" />
    <link:label id="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61_terseLabel_en-US" xlink:label="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Taxes Other Than Continuing Operations Disclosure Text Block [Table Text Block]</link:label>
    <link:label id="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61_label_en-US" xlink:label="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Taxes Other Than Continuing Operations Disclosure Text Block [Table Text Block]</link:label>
    <link:label id="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61_documentation_en-US" xlink:label="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Income Taxes Other Than Continuing Operations Disclosure Text Block [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock" xlink:label="loc_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:to="lab_clf_IncomeTaxesOtherThanContinuingOperationsDisclosureTextBlockTableTextBlock_731BC4805BE49F313D51FBED8DFC2C61" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Deferred Tax Assets and Liabilities [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Deferred Tax Assets and Liabilities [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629" xlink:to="lab_us-gaap_ScheduleOfDeferredTaxAssetsAndLiabilitiesTableTextBlock_AF9D33D60A945E055F3AFBED8DFC2629" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Unrecognized Tax Benefits Roll Forward [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C_label_en-US" xlink:label="lab_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Unrecognized Tax Benefits Roll Forward [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C" xlink:to="lab_us-gaap_ScheduleOfUnrecognizedTaxBenefitsRollForwardTableTextBlock_C041A11925BE3B3D6D69FBED8DFC134C" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, after Reclassification Adjustment, Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, after Reclassification Adjustment, Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansTax_82B004E724416A3ACF80C4165AC9FF0E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income Unrealized Gain Loss On Mark To Market Adjustments Arising During Period Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Unrealized Gain (Loss) on Derivatives Arising During Period, Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1" xlink:to="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodTax_BC7CB2EC00F22141F393C4556D4CC0C1" xlink:type="arc" />
    <link:label id="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE_terseLabel_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Other Tax</link:label>
    <link:label id="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE_label_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Other Tax</link:label>
    <link:label id="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE_documentation_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Other Tax</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherComprehensiveIncomeLossOtherTax" xlink:label="loc_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:to="lab_clf_OtherComprehensiveIncomeLossOtherTax_47473B6F6330AAC6AD32C4165AC927CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Tax, Portion Attributable to Parent</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Tax, Portion Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossTaxPortionAttributableToParent1_4A30C88B992E1D1B3564C4165AC9EB7D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB_terseLabel_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income tax benefit</link:label>
    <link:label id="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB_label_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operation, Tax Effect of Discontinued Operation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation" xlink:label="loc_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB" xlink:to="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_9E987E8475603C370935C4165AC939EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareAbstract_C2C230A4CA1574F0E7CFFBED85BECFC9_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareAbstract_C2C230A4CA1574F0E7CFFBED85BECFC9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareAbstract" xlink:label="loc_us-gaap_EarningsPerShareAbstract_C2C230A4CA1574F0E7CFFBED85BECFC9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareAbstract_C2C230A4CA1574F0E7CFFBED85BECFC9" xlink:to="lab_us-gaap_EarningsPerShareAbstract_C2C230A4CA1574F0E7CFFBED85BECFC9" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Earnings Per Share Computation</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Earnings Per Share, Basic and Diluted [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6" xlink:to="lab_us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_317CA8141A04207430E4FBED85BE71B6" xlink:type="arc" />
    <link:label id="lab_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078_terseLabel_en-US" xlink:label="lab_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Use of Estimates</link:label>
    <link:label id="lab_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078_label_en-US" xlink:label="lab_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Use of Estimates, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UseOfEstimates" xlink:label="loc_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078" xlink:to="lab_us-gaap_UseOfEstimates_A9AD03A096F78FA77CAFBECD567FC078" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6_terseLabel_en-US" xlink:label="lab_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis Of Consolidation</link:label>
    <link:label id="lab_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6_label_en-US" xlink:label="lab_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation, Subsidiaries or Other Investments, Consolidated Entities, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy" xlink:label="loc_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6" xlink:to="lab_us-gaap_ConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesPolicy_7BE8376F7F6CFF56CBE3BECD567FAFD6" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Method Investments</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investments [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestmentsPolicy" xlink:label="loc_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C" xlink:to="lab_us-gaap_EquityMethodInvestmentsPolicy_95E60E46BB08D2D14D69BECD567FAA5C" xlink:type="arc" />
    <link:label id="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254_terseLabel_en-US" xlink:label="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interests</link:label>
    <link:label id="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254_label_en-US" xlink:label="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interests [Policy Text Block]</link:label>
    <link:label id="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254_documentation_en-US" xlink:label="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Noncontrolling Interests [Policy Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NoncontrollingInterestsPolicyTextBlock" xlink:label="loc_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:to="lab_clf_NoncontrollingInterestsPolicyTextBlock_036E66953B6A88BE1097BECD567F9254" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsPolicyTextBlock" xlink:label="loc_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1" xlink:to="lab_us-gaap_CashAndCashEquivalentsPolicyTextBlock_0E097FAD51F136BF655ABECD567FA8E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6_terseLabel_en-US" xlink:label="lab_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trade and Other Accounts Receivable</link:label>
    <link:label id="lab_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6_label_en-US" xlink:label="lab_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trade and Other Accounts Receivable, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TradeAndOtherAccountsReceivablePolicy" xlink:label="loc_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6" xlink:to="lab_us-gaap_TradeAndOtherAccountsReceivablePolicy_DCA081F607CE663F92C6BECD567F2FE6" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory</link:label>
    <link:label id="lab_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE_label_en-US" xlink:label="lab_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryPolicyTextBlock" xlink:label="loc_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE" xlink:to="lab_us-gaap_InventoryPolicyTextBlock_2EB02B5C23C9E0845D62BECD568080BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E_terseLabel_en-US" xlink:label="lab_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory Supplies</link:label>
    <link:label id="lab_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E_label_en-US" xlink:label="lab_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory Supplies, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventorySuppliesPolicy" xlink:label="loc_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E" xlink:to="lab_us-gaap_InventorySuppliesPolicy_28F570E9911F2916609ABECD56800A0E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivatives</link:label>
    <link:label id="lab_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB_label_en-US" xlink:label="lab_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivatives, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativesPolicyTextBlock" xlink:label="loc_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB" xlink:to="lab_us-gaap_DerivativesPolicyTextBlock_2A1C1BCC44912F962ECBBECD568091AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentPolicyTextBlock" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_B9D22C655576DFB7624EBECD56806AB0" xlink:type="arc" />
    <link:label id="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5_terseLabel_en-US" xlink:label="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capitalized Stripping Costs</link:label>
    <link:label id="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5_label_en-US" xlink:label="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capitalized Stripping Costs [Policy Text Block]</link:label>
    <link:label id="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5_documentation_en-US" xlink:label="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Capitalized Stripping Costs [Policy Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CapitalizedStrippingCostsPolicyTextBlock" xlink:label="loc_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:to="lab_clf_CapitalizedStrippingCostsPolicyTextBlock_80B407F57949CF752AADBECD5680E9F5" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E_terseLabel_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Intangible Assets and Liabilities</link:label>
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E_label_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill and Intangible Assets, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock" xlink:label="loc_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E" xlink:to="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_04E0DA48EB3BAE3558B2BECD56807F5E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impairment or Disposal of Long-Lived Assets</link:label>
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB_label_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairment or Disposal of Long-Lived Assets, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock" xlink:label="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB" xlink:to="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_6A3394F6E2AB5AF9263DBECD5681E2AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value of Financial Instruments</link:label>
    <link:label id="lab_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11_label_en-US" xlink:label="lab_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value of Financial Instruments, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueOfFinancialInstrumentsPolicy" xlink:label="loc_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11" xlink:to="lab_us-gaap_FairValueOfFinancialInstrumentsPolicy_D6051D7DF59D5C7135C9BECD5681AA11" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B_terseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pension and Other Postretirement Plans</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pension and Other Postretirement Plans, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementPlansPolicy" xlink:label="loc_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B" xlink:to="lab_us-gaap_PensionAndOtherPostretirementPlansPolicy_E33ECF281D733F517DE4BECD5681A41B" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E_terseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligations</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligationsPolicy" xlink:label="loc_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E" xlink:to="lab_us-gaap_AssetRetirementObligationsPolicy_4C067408C032B04DCA15BECD5681584E" xlink:type="arc" />
    <link:label id="lab_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818_terseLabel_en-US" xlink:label="lab_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Costs</link:label>
    <link:label id="lab_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818_label_en-US" xlink:label="lab_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Costs, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EnvironmentalCostsPolicy" xlink:label="loc_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818" xlink:to="lab_us-gaap_EnvironmentalCostsPolicy_29AD4362A85B9E087964BECD5681B818" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue Recognition - Pre and Post Adoption of Topic 606 and Deferred Revenue</link:label>
    <link:label id="lab_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D_label_en-US" xlink:label="lab_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from Contract with Customer [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueFromContractWithCustomerPolicyTextBlock" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D" xlink:to="lab_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_41EBC832D79DC72BE1E6BECD5681309D" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5_terseLabel_en-US" xlink:label="lab_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of Sales</link:label>
    <link:label id="lab_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5_label_en-US" xlink:label="lab_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost of Sales, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfSalesPolicyTextBlock" xlink:label="loc_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5" xlink:to="lab_us-gaap_CostOfSalesPolicyTextBlock_2527F6B67BF5A0AEA334BECD5682B8C5" xlink:type="arc" />
    <link:label id="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2_terseLabel_en-US" xlink:label="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repairs And Maintenance</link:label>
    <link:label id="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2_label_en-US" xlink:label="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repairs And Maintenance Policy Text Block</link:label>
    <link:label id="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2_documentation_en-US" xlink:label="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repairs and Maintenance Policy</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RepairsAndMaintenancePolicyTextBlock" xlink:label="loc_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:to="lab_clf_RepairsAndMaintenancePolicyTextBlock_62C75DC76D8E7CB7B747BECD56826EF2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Option and Incentive Plans</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Option and Incentive Plans Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy" xlink:label="loc_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C" xlink:to="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_FC1F1AC07617DAC5DA1FBECD5682EB0C" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax</link:label>
    <link:label id="lab_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E_label_en-US" xlink:label="lab_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxPolicyTextBlock" xlink:label="loc_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E" xlink:to="lab_us-gaap_IncomeTaxPolicyTextBlock_4D3C9F8F517BEAAE4570BECD5682F97E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF_terseLabel_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discontinued Operations</link:label>
    <link:label id="lab_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF_label_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operations, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DiscontinuedOperationsPolicyTextBlock" xlink:label="loc_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF" xlink:to="lab_us-gaap_DiscontinuedOperationsPolicyTextBlock_D2E0E6D9DC2BCE299F11BECD5682B6DF" xlink:type="arc" />
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10_terseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Currency Transactions and Translations</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10_label_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Transactions and Translations Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock" xlink:label="loc_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10" xlink:to="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_970F8C6F6E50B6B884D4BECD56828B10" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Earnings Per Share</link:label>
    <link:label id="lab_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502_label_en-US" xlink:label="lab_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerSharePolicyTextBlock" xlink:label="loc_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502" xlink:to="lab_us-gaap_EarningsPerSharePolicyTextBlock_7FE239FCC47C41DCEA3BBECD56836502" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueDisclosuresAbstract_BDDCA89D87F6609DBC13C303F8CFA813_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresAbstract_BDDCA89D87F6609DBC13C303F8CFA813" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Disclosures [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueDisclosuresAbstract" xlink:label="loc_us-gaap_FairValueDisclosuresAbstract_BDDCA89D87F6609DBC13C303F8CFA813" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosuresAbstract_BDDCA89D87F6609DBC13C303F8CFA813" xlink:to="lab_us-gaap_FairValueDisclosuresAbstract_BDDCA89D87F6609DBC13C303F8CFA813" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue, Initial Application Period Cumulative Effect Transition [Table]</link:label>
    <link:label id="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0_label_en-US" xlink:label="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue, Initial Application Period Cumulative Effect Transition [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable" xlink:label="loc_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0" xlink:to="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionTable_5FBA23D6426B506F8F40C303F8CFFDD0" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue, Initial Application Period Cumulative Effect Transition [Line Items]</link:label>
    <link:label id="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3_label_en-US" xlink:label="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue, Initial Application Period Cumulative Effect Transition [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems" xlink:label="loc_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3" xlink:to="lab_us-gaap_RevenueInitialApplicationPeriodCumulativeEffectTransitionLineItems_E165369CABCBAE4DC258C303F8CF3ED3" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_3B3BF0C1A88F31EFEE2CC303F8CF1882_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_3B3BF0C1A88F31EFEE2CC303F8CF1882" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Assets Measured On Recurring Basis, Unobservable Input Reconciliation [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward" xlink:label="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_3B3BF0C1A88F31EFEE2CC303F8CF1882" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_3B3BF0C1A88F31EFEE2CC303F8CF1882" xlink:to="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_3B3BF0C1A88F31EFEE2CC303F8CF1882" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55_periodStartLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Beginning balance - January 1</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Asset Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_F8766CA3133DBBF22A13C303F8CF4F55" xlink:type="arc" />
    <link:label id="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2_terseLabel_en-US" xlink:label="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total gains</link:label>
    <link:label id="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2_label_en-US" xlink:label="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Assets Measured On Recurring Basis Unobservable Input Reconciliation Calculation [Abstract]</link:label>
    <link:label id="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2_documentation_en-US" xlink:label="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract" xlink:label="loc_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:to="lab_clf_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_A6F51CA78E6E1994661EC303F8CF8BC2" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698_negatedLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Included in earnings</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Asset, Gain (Loss) Included in Earnings</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetGainLossIncludedInEarnings1_CDBADC269030F605A29BC303F8CF6698" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290_negatedLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Settlements</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Asset, Settlements</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSettlements_5CD3CAE20781BCC41333C303F8CF5290" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_790067C8562F62A61993C303F8CF627D_periodEndLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_790067C8562F62A61993C303F8CF627D" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Ending balance - December 31</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_790067C8562F62A61993C303F8CF627D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_790067C8562F62A61993C303F8CF627D" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_790067C8562F62A61993C303F8CF627D" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total gains (losses) for the period included in earnings attributable to the change in unrealized gains (losses) on assets still held at the reporting date</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Assets Measured on Recurring Basis, Change in Unrealized Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss" xlink:label="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4" xlink:to="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_5D2390B9C4A202CA0782C303F8CF78C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Liabilities Measured on Recurring Basis, Unobservable Input Reconciliation [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4_label_en-US" xlink:label="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Liabilities Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward" xlink:label="loc_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4" xlink:to="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationRollForward_C206FACAFE266BDB3D26C303F8CF12A4" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604_negatedPeriodStartLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodStartLabel" xlink:type="resource" xml:lang="en-US">Beginning balance - January 1</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Liability Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_2DAFEB7B1D3B34D35EA7C303F8CF6604" xlink:type="arc" />
    <link:label id="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09_terseLabel_en-US" xlink:label="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total gains</link:label>
    <link:label id="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09_label_en-US" xlink:label="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Liabilities Measured On Recurring Basis Unobservable Input Reconciliation Calculation [Abstract]</link:label>
    <link:label id="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09_documentation_en-US" xlink:label="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value, Liabilities Measured On Recurring Basis, Unobservable Input Reconciliation, Calculation [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract" xlink:label="loc_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:to="lab_clf_FairValueLiabilitiesMeasuredOnRecurringBasisUnobservableInputReconciliationCalculationAbstract_1EF812EED8ADB20466F1C303F8CF5B09" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Included in earnings</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Liability, Gain (Loss) Included in Earnings</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilityGainLossIncludedInEarnings_BF1F773B767C997198E2C303F8CF1AB6" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Settlements</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Liability, Settlements</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisLiabilitySettlements_7FF7AC319141A6DEE1BDC303F8CF1321" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_8235008B3A21DAED45BCC303F8CF4365_negatedPeriodEndLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_8235008B3A21DAED45BCC303F8CF4365" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodEndLabel" xlink:type="resource" xml:lang="en-US">Ending balance - September 30</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_8235008B3A21DAED45BCC303F8CF4365" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_8235008B3A21DAED45BCC303F8CF4365" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationsRecurringBasisLiabilityValue_8235008B3A21DAED45BCC303F8CF4365" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total gains (losses) for the period included in earnings attributable to the change in unrealized gains (losses) on liabilities still held at the reporting date</link:label>
    <link:label id="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416_label_en-US" xlink:label="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Liabilities Measured on Recurring Basis, Change in Unrealized Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss" xlink:label="loc_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416" xlink:to="lab_us-gaap_FairValueLiabilitiesMeasuredOnRecurringBasisChangeInUnrealizedGainLoss_98C4E1ED465A418ADC3BC303F8CF1416" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountingChangesAndErrorCorrectionsAbstract_690C9FB3117661AA7BDAC846D5F7C8E1_label_en-US" xlink:label="lab_us-gaap_AccountingChangesAndErrorCorrectionsAbstract_690C9FB3117661AA7BDAC846D5F7C8E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounting Changes and Error Corrections [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountingChangesAndErrorCorrectionsAbstract" xlink:label="loc_us-gaap_AccountingChangesAndErrorCorrectionsAbstract_690C9FB3117661AA7BDAC846D5F7C8E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountingChangesAndErrorCorrectionsAbstract_690C9FB3117661AA7BDAC846D5F7C8E1" xlink:to="lab_us-gaap_AccountingChangesAndErrorCorrectionsAbstract_690C9FB3117661AA7BDAC846D5F7C8E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements or Change in Accounting Principle [Table]</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements or Change in Accounting Principle [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable" xlink:label="loc_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B" xlink:to="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleTable_CF3F7661B6144BC7E586C846D5F75B3B" xlink:type="arc" />
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_19FC07147A1D8B6622F6C846D5F72614_verboseLabel_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_19FC07147A1D8B6622F6C846D5F72614" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Annual Period of Application Transition Effect [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis" xlink:label="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_19FC07147A1D8B6622F6C846D5F72614" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_19FC07147A1D8B6622F6C846D5F72614" xlink:to="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionAxis_19FC07147A1D8B6622F6C846D5F72614" xlink:type="arc" />
    <link:label id="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_B24764376FDEE454D5FBC846D5F773C2_verboseLabel_en-US" xlink:label="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_B24764376FDEE454D5FBC846D5F773C2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Annual Period of Application Transition Effect [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain" xlink:label="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_B24764376FDEE454D5FBC846D5F773C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_B24764376FDEE454D5FBC846D5F773C2" xlink:to="lab_us-gaap_InitialApplicationPeriodCumulativeEffectTransitionDomain_B24764376FDEE454D5FBC846D5F773C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E_terseLabel_en-US" xlink:label="lab_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Calculated under Revenue Guidance in Effect before Topic 606 [Member]</link:label>
    <link:label id="lab_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E_label_en-US" xlink:label="lab_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Calculated under Revenue Guidance in Effect before Topic 606 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member" xlink:label="loc_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E" xlink:to="lab_us-gaap_CalculatedUnderRevenueGuidanceInEffectBeforeTopic606Member_DE94C8F1A22AB7FDFEB7C846D5F79B2E" xlink:type="arc" />
    <link:label id="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements or Change in Accounting Principle [Line Items]</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements or Change in Accounting Principle [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems" xlink:label="loc_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094" xlink:to="lab_us-gaap_NewAccountingPronouncementsOrChangeInAccountingPrincipleLineItems_E7BF48E060477F620145C846D5F72094" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product revenues</link:label>
    <link:label id="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27_label_en-US" xlink:label="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from Contract with Customer, Including Assessed Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27" xlink:to="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_33D204E290671B05FCF8C846D5F76E27" xlink:type="arc" />
    <link:label id="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9_terseLabel_en-US" xlink:label="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Freight and Reimbursement Revenue</link:label>
    <link:label id="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9_label_en-US" xlink:label="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Freight and Reimbursement Revenue</link:label>
    <link:label id="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9_documentation_en-US" xlink:label="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Freight and Reimbursement Revenue</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FreightandReimbursementRevenue" xlink:label="loc_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:to="lab_clf_FreightandReimbursementRevenue_7E24127DB651EF506301C846D5F7A6D9" xlink:type="arc" />
    <link:label id="lab_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C_terseLabel_en-US" xlink:label="lab_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
    <link:label id="lab_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C_label_en-US" xlink:label="lab_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Revenues" xlink:label="loc_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C" xlink:to="lab_us-gaap_Revenues_3CBCC4709E53EFA74AC1C846D5F7E40C" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Cost of Goods and Services Sold</link:label>
    <link:label id="lab_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3_label_en-US" xlink:label="lab_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost of Goods and Services Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfGoodsAndServicesSold" xlink:label="loc_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3" xlink:to="lab_us-gaap_CostOfGoodsAndServicesSold_7A2DF8A902D72A193DEBC846D5F709C3" xlink:type="arc" />
    <link:label id="lab_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A_totalLabel_en-US" xlink:label="lab_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">SALES MARGIN</link:label>
    <link:label id="lab_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A_label_en-US" xlink:label="lab_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gross Profit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GrossProfit" xlink:label="loc_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A" xlink:to="lab_us-gaap_GrossProfit_0ACD756ACE42DD7509B6C846D5F7E67A" xlink:type="arc" />
    <link:label id="lab_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069_negatedLabel_en-US" xlink:label="lab_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Selling, general and administrative expenses</link:label>
    <link:label id="lab_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069_label_en-US" xlink:label="lab_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Selling, General and Administrative Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SellingGeneralAndAdministrativeExpense" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069" xlink:to="lab_us-gaap_SellingGeneralAndAdministrativeExpense_30A4A72DCDA9AE98F275C846D5F77069" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8_terseLabel_en-US" xlink:label="lab_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Miscellaneous - net</link:label>
    <link:label id="lab_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8_label_en-US" xlink:label="lab_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Operating Income (Expense), Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherOperatingIncomeExpenseNet" xlink:label="loc_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8" xlink:to="lab_us-gaap_OtherOperatingIncomeExpenseNet_4B1918C93C155765DFB4C846D5F79FF8" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139_negatedLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Operating Expenses</link:label>
    <link:label id="lab_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139_label_en-US" xlink:label="lab_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpenses" xlink:label="loc_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139" xlink:to="lab_us-gaap_OperatingExpenses_9CF5E66892E4B2EBF06BC846D5F78139" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OPERATING INCOME</link:label>
    <link:label id="lab_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B_label_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Income (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingIncomeLoss" xlink:label="loc_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B" xlink:to="lab_us-gaap_OperatingIncomeLoss_C03C8DC78FF636E3FA84C846D5F7B30B" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F_terseLabel_en-US" xlink:label="lab_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest expense, net</link:label>
    <link:label id="lab_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F_label_en-US" xlink:label="lab_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Income (Expense), Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestIncomeExpenseNet" xlink:label="loc_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F" xlink:to="lab_us-gaap_InterestIncomeExpenseNet_CF6506E50F7B023434CEC846D5F7888F" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B_terseLabel_en-US" xlink:label="lab_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other non-operating income</link:label>
    <link:label id="lab_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B_label_en-US" xlink:label="lab_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Nonoperating Income (Expense)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNonoperatingIncomeExpense" xlink:label="loc_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B" xlink:to="lab_us-gaap_OtherNonoperatingIncomeExpense_E30AD0E0F6339B8BF8ACC846D5F7E77B" xlink:type="arc" />
    <link:label id="lab_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C_terseLabel_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL OTHER INCOME (EXPENSE)</link:label>
    <link:label id="lab_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C_label_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Nonoperating Income (Expense)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NonoperatingIncomeExpense" xlink:label="loc_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C" xlink:to="lab_us-gaap_NonoperatingIncomeExpense_E6A40637B64642E50698C846D5F7AA8C" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM CONTINUING OPERATIONS BEFORE INCOME TAXES</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Equity Method Investments, Income Taxes, Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_BFB012E6B67513F14057C846D5F7DB50" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Income (loss) from continuing operations</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Net of Tax, Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_A759F18A0CA61260D5FBC846D5F7D7A5" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM DISCONTINUED OPERATIONS, net of tax</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Discontinued Operations, Net of Tax, Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_20EAF40D4C68DB5BD49AC846D5F77E25" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">NET INCOME ATTRIBUTABLE TO CLIFFS SHAREHOLDERS</link:label>
    <link:label id="lab_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6_label_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6" xlink:to="lab_us-gaap_NetIncomeLoss_F5C2DA067015E41271ACC846D5F717A6" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Continuing operations</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Per Basic Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsPerBasicShare" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_1659D4001D295648F72FC846D5F784C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discontinued operations</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Discontinued Operations and Disposal of Discontinued Operations, Net of Tax, Per Basic Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_70BADA56DDA3B5035036C846D5F79C5C" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94_totalLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Earnings (Loss) per Common Share Attributable to Cliffs Common Shareholders - Basic:</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasic" xlink:label="loc_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94" xlink:to="lab_us-gaap_EarningsPerShareBasic_D61FCF99276ACFCE697DC846D5F78C94" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Continuing operations</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Per Diluted Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_5FEB669D4D932C26F32BC846D5F7FBEF" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discontinued operations</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Discontinued Operations and Disposal of Discontinued Operations, Net of Tax, Per Diluted Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_DE6A8228401256891FD3C846D5F7E827" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Earnings per common share attributable to Cliffs common shareholders - diluted:</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDiluted" xlink:label="loc_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193" xlink:to="lab_us-gaap_EarningsPerShareDiluted_2DEFA6D3A0EA68ED6EC8C846D5F71193" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basic</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_556E4783DB7D70300806C846D5F76B36" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Diluted</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_CC8305BDE553AAED254BC846D5F77DE8" xlink:type="arc" />
    <link:label id="lab_us-gaap_Supplies_731667F618266E67D205C846D5F7DE82_verboseLabel_en-US" xlink:label="lab_us-gaap_Supplies_731667F618266E67D205C846D5F7DE82" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Supplies and other inventories</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Supplies" xlink:label="loc_us-gaap_Supplies_731667F618266E67D205C846D5F7DE82" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Supplies_731667F618266E67D205C846D5F7DE82" xlink:to="lab_us-gaap_Supplies_731667F618266E67D205C846D5F7DE82" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeAssetsCurrent_A0B636F13354819E164DC846D5F72545_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeAssetsCurrent_A0B636F13354819E164DC846D5F72545" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Derivative assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeAssetsCurrent" xlink:label="loc_us-gaap_DerivativeAssetsCurrent_A0B636F13354819E164DC846D5F72545" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeAssetsCurrent_A0B636F13354819E164DC846D5F72545" xlink:to="lab_us-gaap_DerivativeAssetsCurrent_A0B636F13354819E164DC846D5F72545" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsCurrent_2C5F9AFA8B62B11D3A43C846D5F768F0_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrent_2C5F9AFA8B62B11D3A43C846D5F768F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL CURRENT ASSETS</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsCurrent" xlink:label="loc_us-gaap_AssetsCurrent_2C5F9AFA8B62B11D3A43C846D5F768F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsCurrent_2C5F9AFA8B62B11D3A43C846D5F768F0" xlink:to="lab_us-gaap_AssetsCurrent_2C5F9AFA8B62B11D3A43C846D5F768F0" xlink:type="arc" />
    <link:label id="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120_terseLabel_en-US" xlink:label="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL OTHER ASSETS</link:label>
    <link:label id="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120_label_en-US" xlink:label="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total Other Assets</link:label>
    <link:label id="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120_documentation_en-US" xlink:label="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sum of the carrying amounts as of the balance sheet date of all "other assets" that are expected to be realized in cash, sold or consumed after one year or beyond the normal operating cycle, if longer.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TotalOtherAssets" xlink:label="loc_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:to="lab_clf_TotalOtherAssets_F240C1DE25C00E018BC6C846D5F75120" xlink:type="arc" />
    <link:label id="lab_us-gaap_Assets_B82E190BD12D6E5C0BD5C846D5F72BE3_terseLabel_en-US" xlink:label="lab_us-gaap_Assets_B82E190BD12D6E5C0BD5C846D5F72BE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL ASSETS</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Assets" xlink:label="loc_us-gaap_Assets_B82E190BD12D6E5C0BD5C846D5F72BE3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Assets_B82E190BD12D6E5C0BD5C846D5F72BE3" xlink:to="lab_us-gaap_Assets_B82E190BD12D6E5C0BD5C846D5F72BE3" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_2815985D06833359D829C846D5F738F4_terseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_2815985D06833359D829C846D5F738F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL POSTEMPLOYMENT BENEFIT LIABILITIES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent" xlink:label="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_2815985D06833359D829C846D5F738F4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_2815985D06833359D829C846D5F738F4" xlink:to="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_2815985D06833359D829C846D5F738F4" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_C18818D5AD6ED1CDEF1BC846D5F7F0EC_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_C18818D5AD6ED1CDEF1BC846D5F7F0EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LONG-TERM DEBT</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtNoncurrent" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_C18818D5AD6ED1CDEF1BC846D5F7F0EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_C18818D5AD6ED1CDEF1BC846D5F7F0EC" xlink:to="lab_us-gaap_LongTermDebtNoncurrent_C18818D5AD6ED1CDEF1BC846D5F7F0EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquity_30F1C1DD850526C38160C846D5F760B7_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquity_30F1C1DD850526C38160C846D5F760B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL CLIFFS SHAREHOLDERS' EQUITY (DEFICIT)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquity" xlink:label="loc_us-gaap_StockholdersEquity_30F1C1DD850526C38160C846D5F760B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquity_30F1C1DD850526C38160C846D5F760B7" xlink:to="lab_us-gaap_StockholdersEquity_30F1C1DD850526C38160C846D5F760B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857_terseLabel_en-US" xlink:label="lab_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Title of Individual [Axis]</link:label>
    <link:label id="lab_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857_label_en-US" xlink:label="lab_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Title of Individual [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TitleOfIndividualAxis" xlink:label="loc_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857" xlink:to="lab_us-gaap_TitleOfIndividualAxis_125B0D2104AC8ED65361C41A140F9857" xlink:type="arc" />
    <link:label id="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48_terseLabel_en-US" xlink:label="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Title of Individual with Relationship to Entity [Domain]</link:label>
    <link:label id="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48_label_en-US" xlink:label="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Relationship to Entity [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TitleOfIndividualWithRelationshipToEntityDomain" xlink:label="loc_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48" xlink:to="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_6FD5E8F997A760FA20DEC41A140F3D48" xlink:type="arc" />
    <link:label id="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C_terseLabel_en-US" xlink:label="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salaried Employees [Member]</link:label>
    <link:label id="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C_label_en-US" xlink:label="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Salaried Employees [Member]</link:label>
    <link:label id="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C_documentation_en-US" xlink:label="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Salaried Employees</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SalariedEmployeesMember" xlink:label="loc_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:to="lab_clf_SalariedEmployeesMember_FC755062822CB1857CD9C41A140FDB3C" xlink:type="arc" />
    <link:label id="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48_terseLabel_en-US" xlink:label="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hourly Employees [Member]</link:label>
    <link:label id="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48_label_en-US" xlink:label="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hourly Employees [Member]</link:label>
    <link:label id="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48_documentation_en-US" xlink:label="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hourly Employees</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_HourlyEmployeesMember" xlink:label="loc_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:to="lab_clf_HourlyEmployeesMember_47DAEA652A241F501CFAC41A140F8C48" xlink:type="arc" />
    <link:label id="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A_terseLabel_en-US" xlink:label="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mining Employees [Member]</link:label>
    <link:label id="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A_label_en-US" xlink:label="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mining Employees [Member]</link:label>
    <link:label id="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A_documentation_en-US" xlink:label="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mining Employees</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MiningEmployeesMember" xlink:label="loc_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:to="lab_clf_MiningEmployeesMember_9A4B4C5FF70655B3EB02C41A140F222A" xlink:type="arc" />
    <link:label id="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854_terseLabel_en-US" xlink:label="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Supplemental Executive Retirement Plan S E R P [Member]</link:label>
    <link:label id="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854_label_en-US" xlink:label="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Supplemental Executive Retirement Plan S E R P [Member]</link:label>
    <link:label id="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854_documentation_en-US" xlink:label="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Supplemental Executive Retirement Plan (SERP)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SupplementalExecutiveRetirementPlanSERPMember" xlink:label="loc_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:to="lab_clf_SupplementalExecutiveRetirementPlanSERPMember_5A36D8FA7A4AE107498CC41A140F8854" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Change in Benefit Obligation [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Change in Benefit Obligation [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward" xlink:label="loc_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8" xlink:to="lab_us-gaap_DefinedBenefitPlanChangeInBenefitObligationRollForward_9825374AAF2DF45BA6C0C41A140FFAA8" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59_negatedPeriodStartLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodStartLabel" xlink:type="resource" xml:lang="en-US">Benefit obligations &#8212; beginning of year</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligation" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligation_3B5D9042FCFBCB034A29C41A140F2F59" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Service cost (excluding expenses)</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Service Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanServiceCost" xlink:label="loc_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6" xlink:to="lab_us-gaap_DefinedBenefitPlanServiceCost_1DE8B823A361BF9ED61DC41A140F99E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest cost</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Interest Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanInterestCost" xlink:label="loc_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399" xlink:to="lab_us-gaap_DefinedBenefitPlanInterestCost_E5E6B098106628C5ED66C41A140F6399" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan amendments</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Increase (Decrease) for Plan Amendment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanPlanAmendments" xlink:label="loc_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018" xlink:to="lab_us-gaap_DefinedBenefitPlanPlanAmendments_60687403506B98963BB4C41A140FD018" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, (Increase) Decrease for Curtailment</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, (Increase) Decrease for Curtailment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanCurtailments" xlink:label="loc_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034" xlink:to="lab_us-gaap_DefinedBenefitPlanCurtailments_2CA9578EDBEFCF0760E5C41A141EB034" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Actuarial Gain (Loss)</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Actuarial Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActuarialGainLoss" xlink:label="loc_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996" xlink:to="lab_us-gaap_DefinedBenefitPlanActuarialGainLoss_187CCED24C8F3B57869CC41A141EC996" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Benefits Paid</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Benefits Paid</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligationBenefitsPaid_A26B9AFACAF654B6CE7EC41A141E257A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Participant contributions</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Contributions by Plan Participant</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligationContributionsByPlanParticipant_E5B00539BC9CB8259D4EC41A141EFBBC" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Federal subsidy on benefits paid</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation, Prescription Drug Subsidy Receipt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligationPrescriptionDrugSubsidyReceipt_DAE21DBFB31B08BE2390C41A141EC17A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligation_DF0B464F3B3AE93E8D66C41A141EA326_negatedPeriodEndLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligation_DF0B464F3B3AE93E8D66C41A141EA326" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodEndLabel" xlink:type="resource" xml:lang="en-US">Benefit obligations &#8212; end of year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligation" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligation_DF0B464F3B3AE93E8D66C41A141EA326" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligation_DF0B464F3B3AE93E8D66C41A141EA326" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligation_DF0B464F3B3AE93E8D66C41A141EA326" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Change in Fair Value of Plan Assets [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Change in Fair Value of Plan Assets [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward" xlink:label="loc_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217" xlink:to="lab_us-gaap_DefinedBenefitPlanChangeInFairValueOfPlanAssetsRollForward_1EE084C893D6280AE41FC41A141E8217" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Actual return on plan assets</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Increase (Decrease) for Actual Return (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_9CE187E9602DCCF6FB9BC41A141E3642" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Participant contributions</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Contributions by Plan Participant</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant" xlink:label="loc_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3" xlink:to="lab_us-gaap_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipant_BE94073FC6D3AAE9CC51C41A141E08E3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_51038B0FC7AD7257C018C41A141E51B2_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_51038B0FC7AD7257C018C41A141E51B2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employer contributions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanContributionsByEmployer" xlink:label="loc_us-gaap_DefinedBenefitPlanContributionsByEmployer_51038B0FC7AD7257C018C41A141E51B2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanContributionsByEmployer_51038B0FC7AD7257C018C41A141E51B2" xlink:to="lab_us-gaap_DefinedBenefitPlanContributionsByEmployer_51038B0FC7AD7257C018C41A141E51B2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Assets Transferred to (from) Plan</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Increase (Decrease) for Assets Transferred to (from) Plan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan" xlink:label="loc_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F" xlink:to="lab_us-gaap_DefinedBenefitPlanAssetsTransferredToFromPlan_68EA9E1222CFDFFDDD48C41A141E9E1F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Benefits paid</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Benefits Paid</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid" xlink:label="loc_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99" xlink:to="lab_us-gaap_DefinedBenefitPlanPlanAssetsBenefitsPaid_31767EB4A03AA0E45DCCC41A141E7F99" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Funded status at December 31:</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded (Unfunded) Status of Plan [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract" xlink:label="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6" xlink:to="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlanAbstract_832F4DBACC8DBC0A29DFC41A141ECEC6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBenefitObligation_7924F11EB1124CED3813C41A141E2E90_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBenefitObligation_7924F11EB1124CED3813C41A141E2E90" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Benefit Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBenefitObligation" xlink:label="loc_us-gaap_DefinedBenefitPlanBenefitObligation_7924F11EB1124CED3813C41A141E2E90" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBenefitObligation_7924F11EB1124CED3813C41A141E2E90" xlink:to="lab_us-gaap_DefinedBenefitPlanBenefitObligation_7924F11EB1124CED3813C41A141E2E90" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121_totalLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded (Unfunded) Status of Plan</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded (Unfunded) Status of Plan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFundedStatusOfPlan" xlink:label="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121" xlink:to="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_2AA7F884CFE0AD1D92DFC41A141E4121" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C_totalLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total amount recognized</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amounts for Asset (Liability) Recognized in Statement of Financial Position</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet" xlink:label="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C" xlink:to="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheet_843104DA45D30A05A8C8C41A141E843C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amounts recognized in Statements of Financial Position:</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amounts for Asset (Liability) Recognized in Statement of Financial Position [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract" xlink:label="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42" xlink:to="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInBalanceSheetAbstract_7F659A98176F9CF5740CC41A141ECB42" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Assets, Noncurrent</link:label>
    <link:label id="lab_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655_label_en-US" xlink:label="lab_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsNoncurrent" xlink:label="loc_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655" xlink:to="lab_us-gaap_AssetsNoncurrent_1145FB6A6F96694801A2C41A141EB655" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Current liabilities</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability, Defined Benefit Plan, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities" xlink:label="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F" xlink:to="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansCurrentLiabilities_D43EEF0BF5151E6E22A4C41A141EA53F" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_D0DC773DCE87FAF40536C41A141EC04C_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_D0DC773DCE87FAF40536C41A141EC04C" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">TOTAL POSTEMPLOYMENT BENEFIT LIABILITIES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent" xlink:label="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_D0DC773DCE87FAF40536C41A141EC04C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_D0DC773DCE87FAF40536C41A141EC04C" xlink:to="lab_us-gaap_PensionAndOtherPostretirementDefinedBenefitPlansLiabilitiesNoncurrent_D0DC773DCE87FAF40536C41A141EC04C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amounts recognized in accumulated other comprehensive income:</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amounts Recognized in Other Comprehensive Income (Loss) [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract" xlink:label="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3" xlink:to="lab_us-gaap_DefinedBenefitPlanAmountsRecognizedInOtherComprehensiveIncomeAbstract_01B73225950AFF76E9B9C41A141EF2C3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior service cost</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Accumulated Other Comprehensive (Income) Loss, Prior Service Cost (Credit), before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax" xlink:label="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0" xlink:to="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetPriorServiceCostCreditBeforeTax_355E3A6F121DCE3C778CC41A141E32E0" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Net actuarial loss</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Accumulated Other Comprehensive Income (Loss), Gain (Loss), before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax" xlink:label="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E" xlink:to="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeNetGainsLossesBeforeTax_484D4BF590E93EB1DA68C41A141E6E8E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797_totalLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net amount recognized</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Accumulated Other Comprehensive (Income) Loss, before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax" xlink:label="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797" xlink:to="lab_us-gaap_DefinedBenefitPlanAccumulatedOtherComprehensiveIncomeBeforeTax_9860F0FDA0D5251070BCC41A141E4797" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">The estimated amounts that will be amortized from accumulated other comprehensive income into net periodic benefit cost:</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Amortization, Next Fiscal Year [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract" xlink:label="loc_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9" xlink:to="lab_us-gaap_DefinedBenefitPlanAmountsThatWillBeAmortizedFromAccumulatedOtherComprehensiveIncomeLossInNextFiscalYearAbstract_6A444CE015C35152F345C41A141E96A9" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B3CDA5D700DDA4CB6752A477095FA0F5_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B3CDA5D700DDA4CB6752A477095FA0F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL DEFICIT</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B3CDA5D700DDA4CB6752A477095FA0F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B3CDA5D700DDA4CB6752A477095FA0F5" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_B3CDA5D700DDA4CB6752A477095FA0F5" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Value Of Each Of The Major Classes Of Consolidated Depreciable Assets</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentTextBlock" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_512B6FECE388897D5C4FFBED8E389C54" xlink:type="arc" />
    <link:label id="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11_terseLabel_en-US" xlink:label="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Book Value of Land and Mineral Rights Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11_label_en-US" xlink:label="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Book Value of Land and Mineral Rights Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11_documentation_en-US" xlink:label="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Book Value of Land and Mineral Rights Disclosure [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock" xlink:label="loc_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:to="lab_clf_BookValueOfLandAndMineralRightsDisclosureTableTextBlock_A59430B33D67F6870D7FFBED8E38FA11" xlink:type="arc" />
    <link:label id="lab_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069_terseLabel_en-US" xlink:label="lab_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restatement [Axis]</link:label>
    <link:label id="lab_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069_label_en-US" xlink:label="lab_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restatement [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RestatementAxis" xlink:label="loc_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069" xlink:to="lab_srt_RestatementAxis_65E947E9E1D65F783861C36AB54D2069" xlink:type="arc" />
    <link:label id="lab_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D_terseLabel_en-US" xlink:label="lab_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restatement [Domain]</link:label>
    <link:label id="lab_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D_label_en-US" xlink:label="lab_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restatement [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RestatementDomain" xlink:label="loc_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D" xlink:to="lab_srt_RestatementDomain_E4080CA0DA22FF866BBEC36AB54D307D" xlink:type="arc" />
    <link:label id="lab_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849_terseLabel_en-US" xlink:label="lab_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Previously Reported [Member]</link:label>
    <link:label id="lab_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849_label_en-US" xlink:label="lab_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Previously Reported [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScenarioPreviouslyReportedMember" xlink:label="loc_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849" xlink:to="lab_srt_ScenarioPreviouslyReportedMember_BC748331032A1F29F01BC36AB54E2849" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesCurrent_5575F0B3581D37F613D4C36AB553CC46_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrent_5575F0B3581D37F613D4C36AB553CC46" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL CURRENT LIABILITIES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesCurrent" xlink:label="loc_us-gaap_LiabilitiesCurrent_5575F0B3581D37F613D4C36AB553CC46" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesCurrent_5575F0B3581D37F613D4C36AB553CC46" xlink:to="lab_us-gaap_LiabilitiesCurrent_5575F0B3581D37F613D4C36AB553CC46" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterest_5010D5A6CF80F925D416C36AB5555517_verboseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterest_5010D5A6CF80F925D416C36AB5555517" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">NONCONTROLLING INTEREST</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterest" xlink:label="loc_us-gaap_MinorityInterest_5010D5A6CF80F925D416C36AB5555517" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterest_5010D5A6CF80F925D416C36AB5555517" xlink:to="lab_us-gaap_MinorityInterest_5010D5A6CF80F925D416C36AB5555517" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_77366200DF8B7DB1E220C36AB5552C3A_verboseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_77366200DF8B7DB1E220C36AB5552C3A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">TOTAL EQUITY (DEFICIT)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_77366200DF8B7DB1E220C36AB5552C3A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_77366200DF8B7DB1E220C36AB5552C3A" xlink:to="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_77366200DF8B7DB1E220C36AB5552C3A" xlink:type="arc" />
    <link:label id="lab_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss Contingencies [Table]</link:label>
    <link:label id="lab_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873_label_en-US" xlink:label="lab_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loss Contingencies [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LossContingenciesTable" xlink:label="loc_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873" xlink:to="lab_us-gaap_LossContingenciesTable_79397D59FB2E25777F1DC8557D8BD873" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation by Category of Item Purchased [Axis]</link:label>
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A_label_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation by Category of Item Purchased [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A" xlink:to="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_058539D790D9271D8160C8557D8BEE8A" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71_terseLabel_en-US" xlink:label="lab_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unconditional Purchase Obligation, Category of Goods or Services Acquired [Domain]</link:label>
    <link:label id="lab_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71_label_en-US" xlink:label="lab_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unconditional Purchase Obligation, Category of Goods or Services Acquired [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain" xlink:label="loc_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71" xlink:to="lab_us-gaap_UnconditionalPurchaseObligationCategoryOfGoodsOrServicesAcquiredDomain_184E0B3084BDB4E62D84C8557D8B0F71" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital Addition Purchase Commitments [Member]</link:label>
    <link:label id="lab_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3_label_en-US" xlink:label="lab_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Addition Purchase Commitments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalAdditionsMember" xlink:label="loc_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3" xlink:to="lab_us-gaap_CapitalAdditionsMember_C2D1C6C71484F8D9C981C8557D8BB3B3" xlink:type="arc" />
    <link:label id="lab_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6_terseLabel_en-US" xlink:label="lab_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Recorded Unconditional Purchase Obligation by Category of Item Purchased [Axis]</link:label>
    <link:label id="lab_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6_label_en-US" xlink:label="lab_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Recorded Unconditional Purchase Obligation by Category of Item Purchased [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis" xlink:label="loc_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6" xlink:to="lab_us-gaap_RecordedUnconditionalPurchaseObligationByCategoryOfItemPurchasedAxis_58DD912107946B3027D5C8557D8B8EA6" xlink:type="arc" />
    <link:label id="lab_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27_terseLabel_en-US" xlink:label="lab_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Litigation Case [Axis]</link:label>
    <link:label id="lab_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27_label_en-US" xlink:label="lab_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Litigation Case [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_LitigationCaseAxis" xlink:label="loc_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27" xlink:to="lab_srt_LitigationCaseAxis_EC3051E5380CDB6CCEE6C8557D8B1F27" xlink:type="arc" />
    <link:label id="lab_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6_terseLabel_en-US" xlink:label="lab_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Litigation Case [Domain]</link:label>
    <link:label id="lab_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6_label_en-US" xlink:label="lab_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Litigation Case [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_LitigationCaseTypeDomain" xlink:label="loc_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6" xlink:to="lab_srt_LitigationCaseTypeDomain_125B1F0FA2276152CB0DC8557D8BB1B6" xlink:type="arc" />
    <link:label id="lab_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss Contingencies [Line Items]</link:label>
    <link:label id="lab_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1_label_en-US" xlink:label="lab_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loss Contingencies [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LossContingenciesLineItems" xlink:label="loc_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1" xlink:to="lab_us-gaap_LossContingenciesLineItems_CFA9F8E656ECD463D7DEC8557D8B10A1" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation</link:label>
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E_label_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E" xlink:to="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_8CC97DCAA1B0857508B6C8557D8B9A0E" xlink:type="arc" />
    <link:label id="lab_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27_terseLabel_en-US" xlink:label="lab_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Recorded Unconditional Purchase Obligation</link:label>
    <link:label id="lab_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27_label_en-US" xlink:label="lab_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Recorded Unconditional Purchase Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RecordedUnconditionalPurchaseObligation" xlink:label="loc_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27" xlink:to="lab_us-gaap_RecordedUnconditionalPurchaseObligation_000E288C80743A18A4E8C8557D8B7C27" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Purchases</link:label>
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D_label_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Purchases</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D" xlink:to="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationPurchases_14A1D99E534779094D56C8557D8BDB0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Due in Next Twelve Months</link:label>
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2_label_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Due in Next Twelve Months</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2" xlink:to="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_0C6D1CCB225709967164C87889BC59A2" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Due within Two Years</link:label>
    <link:label id="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B_label_en-US" xlink:label="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecorded Unconditional Purchase Obligation, Due within Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B" xlink:to="lab_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_CB7EF0DC7C4142A98E48C8557D8B521B" xlink:type="arc" />
    <link:label id="lab_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13_terseLabel_en-US" xlink:label="lab_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated Entities [Axis]</link:label>
    <link:label id="lab_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13_label_en-US" xlink:label="lab_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidated Entities [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesAxis" xlink:label="loc_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13" xlink:to="lab_srt_ConsolidatedEntitiesAxis_34C3EB8F5177BF16E5ABC83A1564FC13" xlink:type="arc" />
    <link:label id="lab_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC_terseLabel_en-US" xlink:label="lab_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated Entities [Domain]</link:label>
    <link:label id="lab_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC_label_en-US" xlink:label="lab_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidated Entities [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesDomain" xlink:label="loc_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC" xlink:to="lab_srt_ConsolidatedEntitiesDomain_DDB7EA521060E0CFCF0DC83A1564F3AC" xlink:type="arc" />
    <link:label id="lab_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D_terseLabel_en-US" xlink:label="lab_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Parent [Member]</link:label>
    <link:label id="lab_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D_label_en-US" xlink:label="lab_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ParentMember" xlink:label="loc_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D" xlink:to="lab_us-gaap_ParentMember_75A07D7E3B8BC7A995ADC83A1564468D" xlink:type="arc" />
    <link:label id="lab_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6_terseLabel_en-US" xlink:label="lab_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Guarantor Subsidiaries [Member]</link:label>
    <link:label id="lab_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6_label_en-US" xlink:label="lab_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Guarantor Subsidiaries [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_GuarantorSubsidiariesMember" xlink:label="loc_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6" xlink:to="lab_srt_GuarantorSubsidiariesMember_C7C17EBDB14F4E0C4899C83A1564BDF6" xlink:type="arc" />
    <link:label id="lab_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5_terseLabel_en-US" xlink:label="lab_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-Guarantor Subsidiaries [Member]</link:label>
    <link:label id="lab_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5_label_en-US" xlink:label="lab_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Non-Guarantor Subsidiaries [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_NonGuarantorSubsidiariesMember" xlink:label="loc_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5" xlink:to="lab_srt_NonGuarantorSubsidiariesMember_E3AD53FE941F13BE87E5C83A1564F7C5" xlink:type="arc" />
    <link:label id="lab_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639_terseLabel_en-US" xlink:label="lab_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidation Items [Axis]</link:label>
    <link:label id="lab_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639_label_en-US" xlink:label="lab_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation Items [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidationItemsAxis" xlink:label="loc_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639" xlink:to="lab_srt_ConsolidationItemsAxis_0BCAA4478DE95B2C89C8C83A1573E639" xlink:type="arc" />
    <link:label id="lab_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D_terseLabel_en-US" xlink:label="lab_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidation Items [Domain]</link:label>
    <link:label id="lab_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D_label_en-US" xlink:label="lab_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation Items [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidationItemsDomain" xlink:label="loc_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D" xlink:to="lab_srt_ConsolidationItemsDomain_BD7519B82F074CB481BFC83A15731B1D" xlink:type="arc" />
    <link:label id="lab_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D_terseLabel_en-US" xlink:label="lab_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reportable Legal Entities [Member]</link:label>
    <link:label id="lab_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D_label_en-US" xlink:label="lab_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reportable Legal Entities [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ReportableLegalEntitiesMember" xlink:label="loc_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D" xlink:to="lab_srt_ReportableLegalEntitiesMember_D3D4571BAA50A1933F6EC83A1573D49D" xlink:type="arc" />
    <link:label id="lab_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325_terseLabel_en-US" xlink:label="lab_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidation, Eliminations [Member]</link:label>
    <link:label id="lab_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325_label_en-US" xlink:label="lab_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation, Eliminations [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidationEliminationsMember" xlink:label="loc_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325" xlink:to="lab_srt_ConsolidationEliminationsMember_438BBFA8F1BFA39FE7F6C83A15732325" xlink:type="arc" />
    <link:label id="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0_terseLabel_en-US" xlink:label="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in subsidiaries</link:label>
    <link:label id="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0_label_en-US" xlink:label="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment in subsidiaries</link:label>
    <link:label id="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0_documentation_en-US" xlink:label="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Investment in subsidiaries</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Investmentinsubsidiaries" xlink:label="loc_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:to="lab_clf_Investmentinsubsidiaries_973680F99B74E1708572C83A1573DCC0" xlink:type="arc" />
    <link:label id="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743_terseLabel_en-US" xlink:label="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term intercompany notes</link:label>
    <link:label id="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743_label_en-US" xlink:label="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long term intercompany notes</link:label>
    <link:label id="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743_documentation_en-US" xlink:label="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long term intercompany notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Longtermintercompanynotes" xlink:label="loc_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:to="lab_clf_Longtermintercompanynotes_74A69921B9C7B00BF462C83A15730743" xlink:type="arc" />
    <link:label id="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52_terseLabel_en-US" xlink:label="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LONG-TERM INTERCOMPANY NOTES</link:label>
    <link:label id="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52_label_en-US" xlink:label="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long term intercompany notes payable</link:label>
    <link:label id="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52_documentation_en-US" xlink:label="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long term intercompany notes payable</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Longtermintercompanynotespayable" xlink:label="loc_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:to="lab_clf_Longtermintercompanynotespayable_EFBC332879616DF46498C83A15736D52" xlink:type="arc" />
    <link:label id="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E_terseLabel_en-US" xlink:label="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Description [Axis]</link:label>
    <link:label id="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E_label_en-US" xlink:label="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Description [Axis]</link:label>
    <link:label id="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E_documentation_en-US" xlink:label="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Income Tax Description [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncomeTaxDescriptionAxis" xlink:label="loc_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:to="lab_clf_IncomeTaxDescriptionAxis_4D1DB0D10C6493263B38C303F6DBA50E" xlink:type="arc" />
    <link:label id="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F_terseLabel_en-US" xlink:label="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Description [Domain]</link:label>
    <link:label id="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F_label_en-US" xlink:label="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Description [Domain]</link:label>
    <link:label id="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F_documentation_en-US" xlink:label="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Income Tax Description [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncomeTaxDescriptionDomain" xlink:label="loc_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:to="lab_clf_IncomeTaxDescriptionDomain_5D04510DDD9D625500CCC303F6DBC32F" xlink:type="arc" />
    <link:label id="lab_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20_terseLabel_en-US" xlink:label="lab_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current Federal Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20_label_en-US" xlink:label="lab_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current Federal Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CurrentFederalTaxExpenseBenefit" xlink:label="loc_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20" xlink:to="lab_us-gaap_CurrentFederalTaxExpenseBenefit_0C930C8E8AB7A3707D15C303F6DB2B20" xlink:type="arc" />
    <link:label id="lab_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B_terseLabel_en-US" xlink:label="lab_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current State and Local Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B_label_en-US" xlink:label="lab_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current State and Local Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CurrentStateAndLocalTaxExpenseBenefit" xlink:label="loc_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B" xlink:to="lab_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_48BAC0757067E1DD58BFC303F6DB8B2B" xlink:type="arc" />
    <link:label id="lab_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056_terseLabel_en-US" xlink:label="lab_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current Foreign Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056_label_en-US" xlink:label="lab_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current Foreign Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CurrentForeignTaxExpenseBenefit" xlink:label="loc_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056" xlink:to="lab_us-gaap_CurrentForeignTaxExpenseBenefit_E7E1A874BC5793F6ABA0C303F6DB0056" xlink:type="arc" />
    <link:label id="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0_terseLabel_en-US" xlink:label="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current Income Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0_label_en-US" xlink:label="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CurrentIncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0" xlink:to="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_31F6C1E4893AA1D55051C303F6DBAFB0" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Federal Income Tax Expense (Benefit)</link:label>
    <link:label id="lab_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0_label_en-US" xlink:label="lab_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Federal Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredFederalIncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0" xlink:to="lab_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_983AA2562B4CD0638820C303F6DBDEE0" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_C08AFEBF65B75C45FC0FC303F6DBD207_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_C08AFEBF65B75C45FC0FC303F6DBD207" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Deferred Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_C08AFEBF65B75C45FC0FC303F6DBD207" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_C08AFEBF65B75C45FC0FC303F6DBD207" xlink:to="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_C08AFEBF65B75C45FC0FC303F6DBD207" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963_terseLabel_en-US" xlink:label="lab_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retirement Plan Name [Axis]</link:label>
    <link:label id="lab_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963_label_en-US" xlink:label="lab_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retirement Plan Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanNameAxis" xlink:label="loc_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963" xlink:to="lab_us-gaap_RetirementPlanNameAxis_7858FD56E52417ACF49AFBED8EE3C963" xlink:type="arc" />
    <link:label id="lab_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61_terseLabel_en-US" xlink:label="lab_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retirement Plan Name [Domain]</link:label>
    <link:label id="lab_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61_label_en-US" xlink:label="lab_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retirement Plan Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanNameDomain" xlink:label="loc_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61" xlink:to="lab_us-gaap_RetirementPlanNameDomain_FF17E79FA21759E37E4BFBED8EE36C61" xlink:type="arc" />
    <link:label id="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B_terseLabel_en-US" xlink:label="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SERP [Domain]</link:label>
    <link:label id="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B_label_en-US" xlink:label="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SERP [Domain]</link:label>
    <link:label id="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B_documentation_en-US" xlink:label="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SERP [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SERPDomain" xlink:label="loc_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:to="lab_clf_SERPDomain_DE29EC7EA624738F787FFBED8EE3184B" xlink:type="arc" />
    <link:label id="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E_terseLabel_en-US" xlink:label="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ore Mining [Domain]</link:label>
    <link:label id="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E_label_en-US" xlink:label="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ore Mining [Domain]</link:label>
    <link:label id="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E_documentation_en-US" xlink:label="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ore Mining [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OreMiningDomain" xlink:label="loc_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:to="lab_clf_OreMiningDomain_B1E1388176A47491700DFBED8EE4827E" xlink:type="arc" />
    <link:label id="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108_terseLabel_en-US" xlink:label="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salary [Member]</link:label>
    <link:label id="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108_label_en-US" xlink:label="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Salary [Member]</link:label>
    <link:label id="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108_documentation_en-US" xlink:label="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Salary [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SalaryMember" xlink:label="loc_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:to="lab_clf_SalaryMember_1CBD3CE4A44EF280BE7BFBED8EE4D108" xlink:type="arc" />
    <link:label id="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3_terseLabel_en-US" xlink:label="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hourly [Member]</link:label>
    <link:label id="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3_label_en-US" xlink:label="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hourly [Member]</link:label>
    <link:label id="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3_documentation_en-US" xlink:label="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hourly [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_HourlyMember" xlink:label="loc_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:to="lab_clf_HourlyMember_D701DB43E650CED74923FBED8EE47BF3" xlink:type="arc" />
    <link:label id="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5_terseLabel_en-US" xlink:label="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discount Rate [Axis]</link:label>
    <link:label id="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5_label_en-US" xlink:label="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discount Rate [Axis]</link:label>
    <link:label id="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5_documentation_en-US" xlink:label="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Discount Rate [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DiscountRateAxis" xlink:label="loc_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:to="lab_clf_DiscountRateAxis_E4A5D8BF3CE1E1C7C847FBED8EE5B7F5" xlink:type="arc" />
    <link:label id="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5_terseLabel_en-US" xlink:label="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discount Rate [Domain]</link:label>
    <link:label id="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5_label_en-US" xlink:label="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discount Rate [Domain]</link:label>
    <link:label id="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5_documentation_en-US" xlink:label="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Discount Rate [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DiscountRateDomain" xlink:label="loc_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:to="lab_clf_DiscountRateDomain_261B80CEDED7A4E9C961FBED8EE5F5C5" xlink:type="arc" />
    <link:label id="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114_terseLabel_en-US" xlink:label="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Obligation [Domain]</link:label>
    <link:label id="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114_label_en-US" xlink:label="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Obligation [Domain]</link:label>
    <link:label id="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114_documentation_en-US" xlink:label="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Obligation [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ObligationDomain" xlink:label="loc_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:to="lab_clf_ObligationDomain_32F728A9C75DD7EF5A0CFBED8EE66114" xlink:type="arc" />
    <link:label id="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68_terseLabel_en-US" xlink:label="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Service Cost [Domain]</link:label>
    <link:label id="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68_label_en-US" xlink:label="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Service Cost [Domain]</link:label>
    <link:label id="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68_documentation_en-US" xlink:label="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Service Cost [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ServiceCostDomain" xlink:label="loc_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:to="lab_clf_ServiceCostDomain_AF4F80826EFF7F6E2EC0FBED8EE61A68" xlink:type="arc" />
    <link:label id="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C_terseLabel_en-US" xlink:label="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Cost [Domain]</link:label>
    <link:label id="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C_label_en-US" xlink:label="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Cost [Domain]</link:label>
    <link:label id="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C_documentation_en-US" xlink:label="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest Cost [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InterestCostDomain" xlink:label="loc_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:to="lab_clf_InterestCostDomain_5E881944347A0A32F21FFBED8EE68C4C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discount rate</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Assumptions Used Calculating Net Periodic Benefit Cost, Discount Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate" xlink:label="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329" xlink:to="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostDiscountRate_2604E6ACD32E3FEAB867FBED8EE7F329" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expected return on plan assets</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Assumptions Used Calculating Net Periodic Benefit Cost, Expected Long-term Rate of Return on Plan Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE" xlink:to="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostExpectedLongTermReturnOnAssets_19258B368E836FCA6065FBED8EE71EDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rate of compensation increase</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Assumptions Used Calculating Net Periodic Benefit Cost, Rate of Compensation Increase</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease" xlink:label="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0" xlink:to="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingNetPeriodicBenefitCostRateOfCompensationIncrease_040D706DD855A9FCA662FBED8EE717D0" xlink:type="arc" />
    <link:label id="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285_terseLabel_en-US" xlink:label="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis Of Presentation And Significant Accounting Policies [Table]</link:label>
    <link:label id="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285_label_en-US" xlink:label="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basis Of Presentation And Significant Accounting Policies [Table]</link:label>
    <link:label id="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285_documentation_en-US" xlink:label="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Basis Of Presentation And Significant Accounting Policies [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_BasisOfPresentationAndSignificantAccountingPoliciesTable" xlink:label="loc_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:to="lab_clf_BasisOfPresentationAndSignificantAccountingPoliciesTable_EF3FFE3F96CFE27F7A24C4221BAF6285" xlink:type="arc" />
    <link:label id="lab_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897_terseLabel_en-US" xlink:label="lab_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:label id="lab_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897_label_en-US" xlink:label="lab_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductOrServiceAxis" xlink:label="loc_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897" xlink:to="lab_srt_ProductOrServiceAxis_822BA0B000A9DBA10A52C4221BAF1897" xlink:type="arc" />
    <link:label id="lab_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6_terseLabel_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:label id="lab_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6_label_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductsAndServicesDomain" xlink:label="loc_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6" xlink:to="lab_srt_ProductsAndServicesDomain_7B8CAC86B97549CED8A3C4221BAF2ED6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F_terseLabel_en-US" xlink:label="lab_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product [Member]</link:label>
    <link:label id="lab_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F_label_en-US" xlink:label="lab_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProductMember" xlink:label="loc_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F" xlink:to="lab_us-gaap_ProductMember_88EC33739141994A3F48C4221BAF2D9F" xlink:type="arc" />
    <link:label id="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8_terseLabel_en-US" xlink:label="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mining and Pelletizing [Member]</link:label>
    <link:label id="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8_label_en-US" xlink:label="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mining and Pelletizing [Member]</link:label>
    <link:label id="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8_documentation_en-US" xlink:label="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mining and Pelletizing [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MiningandPelletizingMember" xlink:label="loc_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:to="lab_clf_MiningandPelletizingMember_37B08C21678BFF296683C4221BAF3BF8" xlink:type="arc" />
    <link:label id="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F_terseLabel_en-US" xlink:label="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mine Location [Axis]</link:label>
    <link:label id="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F_label_en-US" xlink:label="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mine Location [Axis]</link:label>
    <link:label id="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F_documentation_en-US" xlink:label="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mine Location [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MineLocationAxis" xlink:label="loc_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:to="lab_clf_MineLocationAxis_5B30DC38517CE8404C44C4221BAFA66F" xlink:type="arc" />
    <link:label id="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF_terseLabel_en-US" xlink:label="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mine Location [Domain]</link:label>
    <link:label id="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF_label_en-US" xlink:label="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mine Location [Domain]</link:label>
    <link:label id="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF_documentation_en-US" xlink:label="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Mine Location [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MineLocationDomain" xlink:label="loc_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:to="lab_clf_MineLocationDomain_F305748950E328912A08C4221BAFA1AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business Acquisition [Axis]</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionAxis" xlink:label="loc_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1" xlink:to="lab_us-gaap_BusinessAcquisitionAxis_806D9DD42714F6C26703C4221BAF85D1" xlink:type="arc" />
    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionAcquireeDomain" xlink:label="loc_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222" xlink:to="lab_us-gaap_BusinessAcquisitionAcquireeDomain_E191AC1844C0FA39EDADC4221BAF1222" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Revenue Arrangement Type [Axis]</link:label>
    <link:label id="lab_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356_label_en-US" xlink:label="lab_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Revenue Arrangement Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredRevenueArrangementTypeAxis" xlink:label="loc_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356" xlink:to="lab_us-gaap_DeferredRevenueArrangementTypeAxis_FF0EE8DAB7C96807D819C4221BAF7356" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Revenue [Domain]</link:label>
    <link:label id="lab_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A_label_en-US" xlink:label="lab_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Revenue [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredRevenueArrangementTypeDomain" xlink:label="loc_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A" xlink:to="lab_us-gaap_DeferredRevenueArrangementTypeDomain_C0757F0C0A4271C18B41C4221BAFF18A" xlink:type="arc" />
    <link:label id="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97_terseLabel_en-US" xlink:label="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Take or Pay Contracts [Member]</link:label>
    <link:label id="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97_label_en-US" xlink:label="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Take or Pay Contracts [Member]</link:label>
    <link:label id="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97_documentation_en-US" xlink:label="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Take or Pay Contracts</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TakeOrPayContractsMember" xlink:label="loc_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:to="lab_clf_TakeOrPayContractsMember_D2AB25A397C78A10F43DC4221BAFFC97" xlink:type="arc" />
    <link:label id="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23_terseLabel_en-US" xlink:label="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer Supplemental Payments [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23_label_en-US" xlink:label="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Customer Supplemental Payments [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23_documentation_en-US" xlink:label="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Customer Supplemental Payments [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CustomerSupplementalPaymentsMember" xlink:label="loc_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:to="lab_clf_CustomerSupplementalPaymentsMember_A24FF5B584CC28600836C4221BAF0C23" xlink:type="arc" />
    <link:label id="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737_terseLabel_en-US" xlink:label="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product Segment [Axis]</link:label>
    <link:label id="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737_label_en-US" xlink:label="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product Segment [Axis]</link:label>
    <link:label id="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737_documentation_en-US" xlink:label="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Product Segment [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ProductSegmentAxis" xlink:label="loc_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:to="lab_clf_ProductSegmentAxis_5D38080742D5394C4BC9C4221BAF6737" xlink:type="arc" />
    <link:label id="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E_terseLabel_en-US" xlink:label="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product Segment [Domain]</link:label>
    <link:label id="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E_label_en-US" xlink:label="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product Segment [Domain]</link:label>
    <link:label id="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E_documentation_en-US" xlink:label="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Product Segment [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ProductSegmentDomain" xlink:label="loc_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:to="lab_clf_ProductSegmentDomain_04637A279BC27F2EECD2C4221BAF709E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA_terseLabel_en-US" xlink:label="lab_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Noncurrent Assets [Member]</link:label>
    <link:label id="lab_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA_label_en-US" xlink:label="lab_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncurrent Assets [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNoncurrentAssetsMember" xlink:label="loc_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA" xlink:to="lab_us-gaap_OtherNoncurrentAssetsMember_191A5B6F8798FA814A7AC4221BAF8EEA" xlink:type="arc" />
    <link:label id="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2_terseLabel_en-US" xlink:label="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investments in Ventures [Member]</link:label>
    <link:label id="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2_label_en-US" xlink:label="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments in Ventures [Member]</link:label>
    <link:label id="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2_documentation_en-US" xlink:label="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Investments in Ventures [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InvestmentsinVenturesMember" xlink:label="loc_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:to="lab_clf_InvestmentsinVenturesMember_1174936E6ED1B4B2F333C4221BAFD4E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E_terseLabel_en-US" xlink:label="lab_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Noncurrent Liabilities [Member]</link:label>
    <link:label id="lab_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E_label_en-US" xlink:label="lab_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncurrent Liabilities [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNoncurrentLiabilitiesMember" xlink:label="loc_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E" xlink:to="lab_us-gaap_OtherNoncurrentLiabilitiesMember_0636F0D60C514D7AA4B5C4221BAF646E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827_terseLabel_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Liabilities [Member]</link:label>
    <link:label id="lab_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827_label_en-US" xlink:label="lab_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Liabilities [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherLiabilitiesMember" xlink:label="loc_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827" xlink:to="lab_us-gaap_OtherLiabilitiesMember_211AE42E1807C8BB75E5C4221BAF8827" xlink:type="arc" />
    <link:label id="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113_terseLabel_en-US" xlink:label="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Name of Operation [Axis]</link:label>
    <link:label id="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113_label_en-US" xlink:label="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Name of Operation [Axis]</link:label>
    <link:label id="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113_documentation_en-US" xlink:label="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of Operation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NameofOperationAxis" xlink:label="loc_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:to="lab_clf_NameofOperationAxis_E2932C765CB50F64557FC4221BAF7113" xlink:type="arc" />
    <link:label id="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978_terseLabel_en-US" xlink:label="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Name of Operation [Domain]</link:label>
    <link:label id="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978_label_en-US" xlink:label="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Name of Operation [Domain]</link:label>
    <link:label id="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978_documentation_en-US" xlink:label="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Name of Operation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NameofOperationDomain" xlink:label="loc_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:to="lab_clf_NameofOperationDomain_17AA03F7446A6862AB17C4221BAF5978" xlink:type="arc" />
    <link:label id="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1_terseLabel_en-US" xlink:label="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Empire [Member]</link:label>
    <link:label id="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1_label_en-US" xlink:label="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Empire [Member]</link:label>
    <link:label id="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1_documentation_en-US" xlink:label="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Empire [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EmpireMember" xlink:label="loc_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:to="lab_clf_EmpireMember_0528BB999F2C2257B6E7C4221BAFDBA1" xlink:type="arc" />
    <link:label id="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1_terseLabel_en-US" xlink:label="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tilden [Member]</link:label>
    <link:label id="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1_label_en-US" xlink:label="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tilden [Member]</link:label>
    <link:label id="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1_documentation_en-US" xlink:label="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tilden [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TildenMember" xlink:label="loc_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:to="lab_clf_TildenMember_C2A56871C08A8880E9FEC4221BAF43D1" xlink:type="arc" />
    <link:label id="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4_terseLabel_en-US" xlink:label="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investee Name [Axis]</link:label>
    <link:label id="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4_label_en-US" xlink:label="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investee Name [Axis]</link:label>
    <link:label id="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4_documentation_en-US" xlink:label="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Investee name.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InvesteeNameAxis" xlink:label="loc_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:to="lab_clf_InvesteeNameAxis_115D6A244E081F994F48C4221BAFEEA4" xlink:type="arc" />
    <link:label id="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981_terseLabel_en-US" xlink:label="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investee Name [Domain]</link:label>
    <link:label id="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981_label_en-US" xlink:label="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investee Name [Domain]</link:label>
    <link:label id="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981_documentation_en-US" xlink:label="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Investee Name [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InvesteeNameDomain" xlink:label="loc_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:to="lab_clf_InvesteeNameDomain_FC9162F908BBBB1667FBC4221BAF7981" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60_terseLabel_en-US" xlink:label="lab_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reporting Unit [Axis]</link:label>
    <link:label id="lab_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60_label_en-US" xlink:label="lab_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reporting Unit [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReportingUnitAxis" xlink:label="loc_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60" xlink:to="lab_us-gaap_ReportingUnitAxis_7367E8A62B3B774CB00DC4221BBFED60" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348_terseLabel_en-US" xlink:label="lab_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reporting Unit [Domain]</link:label>
    <link:label id="lab_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348_label_en-US" xlink:label="lab_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reporting Unit [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReportingUnitDomain" xlink:label="loc_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348" xlink:to="lab_us-gaap_ReportingUnitDomain_C1BD5FCDA78A2A0B4474C4221BBFB348" xlink:type="arc" />
    <link:label id="lab_clf_AsiaPacificIronOreMember_06200A6CC05B63276069C4221BBF2428_verboseLabel_en-US" xlink:label="lab_clf_AsiaPacificIronOreMember_06200A6CC05B63276069C4221BBF2428" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Asia Pacific Iron Ore [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AsiaPacificIronOreMember" xlink:label="loc_clf_AsiaPacificIronOreMember_06200A6CC05B63276069C4221BBF2428" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AsiaPacificIronOreMember_06200A6CC05B63276069C4221BBF2428" xlink:to="lab_clf_AsiaPacificIronOreMember_06200A6CC05B63276069C4221BBF2428" xlink:type="arc" />
    <link:label id="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91_terseLabel_en-US" xlink:label="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Segment [Member]</link:label>
    <link:label id="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91_label_en-US" xlink:label="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Segment [Member]</link:label>
    <link:label id="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91_documentation_en-US" xlink:label="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Segment [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherSegmentMember" xlink:label="loc_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:to="lab_clf_OtherSegmentMember_E44F78F49A02B251B7FCC4221BBFBB91" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Method Investee, Name [Axis]</link:label>
    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0_label_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" xlink:label="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0" xlink:to="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_D601AE6C8ADC23D00366C4221BBFACE0" xlink:type="arc" />
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F_terseLabel_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity Method Investee, Name [Domain]</link:label>
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F_label_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:label="loc_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F" xlink:to="lab_srt_EquityMethodInvesteeNameDomain_290C97649261498B1610C4221BBF6C0F" xlink:type="arc" />
    <link:label id="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7_terseLabel_en-US" xlink:label="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hibbing [Member]</link:label>
    <link:label id="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7_label_en-US" xlink:label="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hibbing [Member]</link:label>
    <link:label id="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7_documentation_en-US" xlink:label="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hibbing [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_HibbingMember" xlink:label="loc_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:to="lab_clf_HibbingMember_80CBD2E5C3004175EEB2C4221BBF32D7" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Line Items]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionLineItems" xlink:label="loc_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A" xlink:to="lab_us-gaap_RelatedPartyTransactionLineItems_11FDFAF71D96B5772AF3C4221BBF8A1A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_95BFADEC6B6663A24423C4221BBF6DDE_terseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_95BFADEC6B6663A24423C4221BBF6DDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction Gain (Loss), Realized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ForeignCurrencyTransactionGainLossRealized" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossRealized_95BFADEC6B6663A24423C4221BBF6DDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionGainLossRealized_95BFADEC6B6663A24423C4221BBF6DDE" xlink:to="lab_us-gaap_ForeignCurrencyTransactionGainLossRealized_95BFADEC6B6663A24423C4221BBF6DDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instruments Not Designated as Hedging Instruments, Gain (Loss), Net from product sales and services</link:label>
    <link:label id="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instruments Not Designated as Hedging Instruments, Gain (Loss), Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet" xlink:label="loc_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE" xlink:to="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_F14B6EA80B762AD27212C4221BBFB7CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability, Revenue Recognized</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability, Revenue Recognized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerLiabilityRevenueRecognized" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1" xlink:to="lab_us-gaap_ContractWithCustomerLiabilityRevenueRecognized_5B96791245CC49C19FCBC4221BBF63C1" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability, Current</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerLiabilityCurrent" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D" xlink:to="lab_us-gaap_ContractWithCustomerLiabilityCurrent_C230B1DEC3B257773749C4221BBF2A2D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerLiability" xlink:label="loc_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44" xlink:to="lab_us-gaap_ContractWithCustomerLiability_BB42BCB7E77C39873D5FC4221BBF6B44" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Revenue (Long-Term)</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Liability, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerLiabilityNoncurrent" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4" xlink:to="lab_us-gaap_ContractWithCustomerLiabilityNoncurrent_C0AB51B0C4992B5A9F18C4221BBF68C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership interest, equity method investment</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investment, Ownership Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:label="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF" xlink:to="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_BB32D5C4B444A2EA8F52C4221BBF21FF" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Equity Method Investments</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestments" xlink:label="loc_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6" xlink:to="lab_us-gaap_EquityMethodInvestments_E4C439CF7FA8561DC44FC4221BBF61E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Attributable to Noncontrolling Interest</link:label>
    <link:label id="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471_label_en-US" xlink:label="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471" xlink:to="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_4FF39A12745184E35335C4221BBFA471" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384_terseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest, Ownership Percentage by Parent</link:label>
    <link:label id="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384_label_en-US" xlink:label="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest, Ownership Percentage by Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestOwnershipPercentageByParent" xlink:label="loc_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384" xlink:to="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_4D4E7A3C867A87EF209BC4221BBFE384" xlink:type="arc" />
    <link:label id="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363_terseLabel_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Allowance for Doubtful Accounts Receivable</link:label>
    <link:label id="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363_label_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Allowance for Doubtful Accounts Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllowanceForDoubtfulAccountsReceivable" xlink:label="loc_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363" xlink:to="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_13376C2839747002F210C4221BBF5363" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Provision for Doubtful Accounts</link:label>
    <link:label id="lab_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674_label_en-US" xlink:label="lab_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provision for Doubtful Accounts</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProvisionForDoubtfulAccounts" xlink:label="loc_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674" xlink:to="lab_us-gaap_ProvisionForDoubtfulAccounts_CD4E83CFB0474AA2240BC4221BBF0674" xlink:type="arc" />
    <link:label id="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91_terseLabel_en-US" xlink:label="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quantity Of Finished Goods at ports</link:label>
    <link:label id="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91_label_en-US" xlink:label="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quantity Of Finished Goods</link:label>
    <link:label id="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91_documentation_en-US" xlink:label="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The quantity of finished goods stored at ports and customer facilities</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_QuantityOfFinishedGoods" xlink:label="loc_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:to="lab_clf_QuantityOfFinishedGoods_C647AD3C892DCE1FD11DC4221BBFAD91" xlink:type="arc" />
    <link:label id="lab_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A_terseLabel_en-US" xlink:label="lab_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current Fiscal Year End Date</link:label>
    <link:label id="lab_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A_label_en-US" xlink:label="lab_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Current Fiscal Year End Date</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_CurrentFiscalYearEndDate" xlink:label="loc_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A" xlink:to="lab_dei_CurrentFiscalYearEndDate_7BDF2979AA4846C93AE7C4221BBFE60A" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory Valuation Reserves</link:label>
    <link:label id="lab_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04_label_en-US" xlink:label="lab_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory Valuation Reserves</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryValuationReserves" xlink:label="loc_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04" xlink:to="lab_us-gaap_InventoryValuationReserves_6316546E5C38D53DEFC6C4221BBF6D04" xlink:type="arc" />
    <link:label id="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9_terseLabel_en-US" xlink:label="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Distribution of Noncontrolling Interest</link:label>
    <link:label id="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9_label_en-US" xlink:label="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Purchase of Noncontrolling Interest</link:label>
    <link:label id="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9_documentation_en-US" xlink:label="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Purchase of Noncontrolling Interest</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PurchaseofNoncontrollingInterest" xlink:label="loc_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:to="lab_clf_PurchaseofNoncontrollingInterest_5C33BC0940B3E9EE3818C4221BBF78B9" xlink:type="arc" />
    <link:label id="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045_terseLabel_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Installment Amount</link:label>
    <link:label id="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045_label_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Installment Amount</link:label>
    <link:label id="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045_documentation_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Installment Amount</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NoncontrollingInterestPurchaseInstallmentAmount" xlink:label="loc_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:to="lab_clf_NoncontrollingInterestPurchaseInstallmentAmount_0924B8FAEC4464335AA0C4221BBFA045" xlink:type="arc" />
    <link:label id="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F_terseLabel_en-US" xlink:label="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in Ownership Equity</link:label>
    <link:label id="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F_label_en-US" xlink:label="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase in Ownership Equity</link:label>
    <link:label id="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F_documentation_en-US" xlink:label="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase in Ownership Equity</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncreaseinOwnershipEquity" xlink:label="loc_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:to="lab_clf_IncreaseinOwnershipEquity_3B7156369E7AA65A13C3C4221BBF0E3F" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stockholders' Equity, Period Increase (Decrease)</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity, Period Increase (Decrease)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityPeriodIncreaseDecrease" xlink:label="loc_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37" xlink:to="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_762002C1B2984E58A621C4221BBFEC37" xlink:type="arc" />
    <link:label id="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D_terseLabel_en-US" xlink:label="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer Supply Agreements [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D_label_en-US" xlink:label="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Customer Supply Agreements [Member]</link:label>
    <link:label id="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D_documentation_en-US" xlink:label="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Customer Supply Agreements [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CustomerSupplyAgreementsMember" xlink:label="loc_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:to="lab_clf_CustomerSupplyAgreementsMember_02DB51E61014AE935B3CC8557F11998D" xlink:type="arc" />
    <link:label id="lab_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C_verboseLabel_en-US" xlink:label="lab_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Product Revenues [Member]</link:label>
    <link:label id="lab_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C_label_en-US" xlink:label="lab_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sales Revenue, Goods, Net [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesRevenueGoodsNetMember" xlink:label="loc_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C" xlink:to="lab_us-gaap_SalesRevenueGoodsNetMember_FA5E699CC1A3EA0FABBAC8557F11C59C" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395_terseLabel_en-US" xlink:label="lab_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of goods sold and operating expenses [Member]</link:label>
    <link:label id="lab_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395_label_en-US" xlink:label="lab_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost of Sales [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfSalesMember" xlink:label="loc_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395" xlink:to="lab_us-gaap_CostOfSalesMember_15012DF9873214F44FD1C8557F11D395" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_77861B4B9D927D84D3DAC8557F11F234_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_77861B4B9D927D84D3DAC8557F11F234" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instruments Not Designated as Hedging Instruments, Gain (Loss), Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet" xlink:label="loc_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_77861B4B9D927D84D3DAC8557F11F234" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_77861B4B9D927D84D3DAC8557F11F234" xlink:to="lab_us-gaap_DerivativeInstrumentsNotDesignatedAsHedgingInstrumentsGainLossNet_77861B4B9D927D84D3DAC8557F11F234" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Type of Deferred Compensation [Axis]</link:label>
    <link:label id="lab_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC_label_en-US" xlink:label="lab_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity-Based Arrangements, Individual Contracts, Type of Deferred Compensation [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis" xlink:label="loc_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC" xlink:to="lab_us-gaap_DeferredCompensationArrangementWithIndividualShareBasedPaymentsByTypeOfDeferredCompensationAxis_D7A9DB569F261A646B2CC39478F270AC" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5_terseLabel_en-US" xlink:label="lab_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Type of Deferred Compensation, All Types [Domain]</link:label>
    <link:label id="lab_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5_label_en-US" xlink:label="lab_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity-Based Arrangements, Individual Contracts, Type of Deferred Compensation [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain" xlink:label="loc_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5" xlink:to="lab_us-gaap_EquityBasedArrangementsIndividualContractsTypeOfDeferredCompensationDomain_C3B84A9E0E156BD2EBC3C39478F2C2E5" xlink:type="arc" />
    <link:label id="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A_terseLabel_en-US" xlink:label="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Plans [Member]</link:label>
    <link:label id="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A_label_en-US" xlink:label="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Plans [Member]</link:label>
    <link:label id="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A_documentation_en-US" xlink:label="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Employee Plans [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EmployeePlansMember" xlink:label="loc_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:to="lab_clf_EmployeePlansMember_29532A279DA811BAA05BC39478F3945A" xlink:type="arc" />
    <link:label id="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B_terseLabel_en-US" xlink:label="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Directors Plan [Member]</link:label>
    <link:label id="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B_label_en-US" xlink:label="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Directors Plan [Member]</link:label>
    <link:label id="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B_documentation_en-US" xlink:label="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Directors Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DirectorsPlanMember" xlink:label="loc_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:to="lab_clf_DirectorsPlanMember_C5F35742196D8619E99BC39478F3D83B" xlink:type="arc" />
    <link:label id="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16_terseLabel_en-US" xlink:label="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">January 12, 2015 [Member]</link:label>
    <link:label id="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16_label_en-US" xlink:label="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">January 12, 2015 [Member]</link:label>
    <link:label id="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16_documentation_en-US" xlink:label="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">January 12, 2015 [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_January122015Member" xlink:label="loc_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:to="lab_clf_January122015Member_61FB942DE805F5372980C39478F48B16" xlink:type="arc" />
    <link:label id="lab_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E_terseLabel_en-US" xlink:label="lab_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted Stock [Member]</link:label>
    <link:label id="lab_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E_label_en-US" xlink:label="lab_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Stock [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RestrictedStockMember" xlink:label="loc_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E" xlink:to="lab_us-gaap_RestrictedStockMember_3575E7CC8D7577624AF0C39478F53B8E" xlink:type="arc" />
    <link:label id="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B_terseLabel_en-US" xlink:label="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Directors Retainer and Voluntary Shares [Member]</link:label>
    <link:label id="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B_label_en-US" xlink:label="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Directors Retainer and Voluntary Shares [Member]</link:label>
    <link:label id="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B_documentation_en-US" xlink:label="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Directors Retainer and Voluntary Shares [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DirectorsRetainerAndVoluntarySharesMember" xlink:label="loc_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:to="lab_clf_DirectorsRetainerAndVoluntarySharesMember_5964E326E03924363B4CC39478F5045B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Outstanding, Number</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Outstanding, Number</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_F9FB8DB334EC85AEA5B7C3EB0A42454B" xlink:type="arc" />
    <link:label id="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19_terseLabel_en-US" xlink:label="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Grant Date Market Price</link:label>
    <link:label id="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19_label_en-US" xlink:label="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share Based Compensation Arrangement By Share Based Payment Award Grant Date Price</link:label>
    <link:label id="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19_documentation_en-US" xlink:label="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share Based Compensation Arrangement by Share Based Payment Award Grant Date Price</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice" xlink:label="loc_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:to="lab_clf_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantDatePrice_968D0512031C963B3435C39478F76D19" xlink:type="arc" />
    <link:label id="lab_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF_terseLabel_en-US" xlink:label="lab_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Option Indexed to Issuer's Equity, Strike Price</link:label>
    <link:label id="lab_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF_label_en-US" xlink:label="lab_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Option Indexed to Issuer's Equity, Strike Price</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OptionIndexedToIssuersEquityStrikePrice1" xlink:label="loc_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF" xlink:to="lab_us-gaap_OptionIndexedToIssuersEquityStrikePrice1_699D3F83889DAC42D22EC39478F84ADF" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Number</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Number</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_143F7E4FD0DD3A8F0752C39478F87E07" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Exercises in Period</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Exercises in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesStockOptionsExercised_347512FD08CD4DA9755FC3E9A0E0D579" xlink:type="arc" />
    <link:label id="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E_verboseLabel_en-US" xlink:label="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Share Based Goods And Nonemployee Services Transaction Valuation Method Payout Rate</link:label>
    <link:label id="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E_label_en-US" xlink:label="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share Based Goods And Nonemployee Services Transaction Valuation Method Payout Rate</link:label>
    <link:label id="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E_documentation_en-US" xlink:label="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share Based Goods and Nonemployee Services Transaction Valuation Method, Payout Rate</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate" xlink:label="loc_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:to="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_CD2C51014AC49CD3EEE6C39478F89C1E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_37F174D7D26D59042869C39478F84B97" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeited in Period</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeited in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_432733F7E89322FB2C2DC39478F8E013" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested or Expected to Vest, Outstanding, Number</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Vested and Expected to Vest, Outstanding, Number</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_3BCF77C1660D312DECECC3F76BA549E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common Stock, Capital Shares Reserved for Future Issuance</link:label>
    <link:label id="lab_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384_label_en-US" xlink:label="lab_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Capital Shares Reserved for Future Issuance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockCapitalSharesReservedForFutureIssuance" xlink:label="loc_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384" xlink:to="lab_us-gaap_CommonStockCapitalSharesReservedForFutureIssuance_1C656D4ADB399A5AD6A4C39478F98384" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Grants in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_C19A5AEF1A49A4C573DCC39478F9D13E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Shares Authorized under Stock Option Plans, Exercise Price Range, Number of Exercisable Options</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Shares Authorized under Stock Option Plans, Exercise Price Range, Number of Exercisable Options</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions" xlink:label="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F" xlink:to="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeNumberOfExercisableOptions_24F09792E852DFE3A8F8C39478F9E80F" xlink:type="arc" />
    <link:label id="lab_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Shares Authorized under Stock Option Plans, Exercise Price Range, Exercisable Options, Weighted Average Exercise Price</link:label>
    <link:label id="lab_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation, Shares Authorized under Stock Option Plans, Exercise Price Range, Exercisable Options, Weighted Average Exercise Price</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1" xlink:label="loc_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635" xlink:to="lab_us-gaap_SharebasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeExercisableOptionsWeightedAverageExercisePrice1_E06D4844A3E0E4D5D3E7C39478FA7635" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionsAbstract_A5CB0684C19376A615BFC303F4393C58_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsAbstract_A5CB0684C19376A615BFC303F4393C58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transactions [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionsAbstract" xlink:label="loc_us-gaap_RelatedPartyTransactionsAbstract_A5CB0684C19376A615BFC303F4393C58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionsAbstract_A5CB0684C19376A615BFC303F4393C58" xlink:to="lab_us-gaap_RelatedPartyTransactionsAbstract_A5CB0684C19376A615BFC303F4393C58" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Related Party Transactions, by Related Party [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5_label_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Related Party Transactions, by Related Party [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable" xlink:label="loc_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5" xlink:to="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_26D2A4D33F9FE5E4D2E1C303F439D5B5" xlink:type="arc" />
    <link:label id="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF_terseLabel_en-US" xlink:label="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arcelor Mittal [Member]</link:label>
    <link:label id="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF_label_en-US" xlink:label="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arcelor Mittal [Member]</link:label>
    <link:label id="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF_documentation_en-US" xlink:label="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arcelor Mittal [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ArcelorMittalMember" xlink:label="loc_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:to="lab_clf_ArcelorMittalMember_F3F1EDB1709BD9515E12C303F439F4EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party [Axis]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:label="loc_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4" xlink:to="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_3DE37DBECA8422EA5105C303F43913C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party [Domain]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D_label_en-US" xlink:label="lab_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyDomain" xlink:label="loc_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D" xlink:to="lab_us-gaap_RelatedPartyDomain_C6A37F686080C374D350C303F439AE4D" xlink:type="arc" />
    <link:label id="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C_terseLabel_en-US" xlink:label="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">U. S. Steel Canada [Member]</link:label>
    <link:label id="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C_label_en-US" xlink:label="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">U. S. Steel Canada [Member]</link:label>
    <link:label id="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C_documentation_en-US" xlink:label="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">U. S. Steel Canada</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_USSteelCanadaMember" xlink:label="loc_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:to="lab_clf_USSteelCanadaMember_E2AE88EFFD35FE741DD8C303F439137C" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_1858461ADDD0991CADBDC303F439A98D_verboseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_1858461ADDD0991CADBDC303F439A98D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest, Ownership Percentage by Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestOwnershipPercentageByParent" xlink:label="loc_us-gaap_MinorityInterestOwnershipPercentageByParent_1858461ADDD0991CADBDC303F439A98D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterestOwnershipPercentageByParent_1858461ADDD0991CADBDC303F439A98D" xlink:to="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_1858461ADDD0991CADBDC303F439A98D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Weighted Average Grant Date Fair Value</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_DE6F1B3CF4F89C974331FBED8C9ED73B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_2DD733EF16CA7C1C1B4DFBED8C9F4F7D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeitures, Weighted Average Grant Date Fair Value</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeitures, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_33CEE7F5566266BFE737FBED8C9F691B" xlink:type="arc" />
    <link:label id="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D_terseLabel_en-US" xlink:label="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CAPITAL STOCK</link:label>
    <link:label id="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D_label_en-US" xlink:label="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Stock Disclosure [Text Block]</link:label>
    <link:label id="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D_documentation_en-US" xlink:label="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Capital Stock Disclosure Text Block</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CapitalStockDisclosureTextBlock" xlink:label="loc_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:to="lab_clf_CapitalStockDisclosureTextBlock_A7AFB52448E639CCA8D3FBED8EFD5D7D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Segment Reporting Information, by Segment [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788_label_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Segment Reporting Information, by Segment [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable" xlink:label="loc_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788" xlink:to="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_6EF4FAB158B64CBA3241B4371A8E6788" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Concentration Risk Benchmark [Axis]</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Concentration Risk Benchmark [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:label="loc_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69" xlink:to="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_C5E600C5F353306EC722B4371A8E7B69" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Concentration Risk Benchmark [Domain]</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Concentration Risk Benchmark [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskBenchmarkDomain" xlink:label="loc_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104" xlink:to="lab_us-gaap_ConcentrationRiskBenchmarkDomain_BD075F790E09534A65FEB4371A8EB104" xlink:type="arc" />
    <link:label id="lab_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE_terseLabel_en-US" xlink:label="lab_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sales Revenue, Net [Member]</link:label>
    <link:label id="lab_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE_label_en-US" xlink:label="lab_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sales Revenue, Net [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesRevenueNetMember" xlink:label="loc_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE" xlink:to="lab_us-gaap_SalesRevenueNetMember_BBF2CECAA2322F62C816B4371A8E08EE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Concentration Risk Type [Axis]</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Concentration Risk Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByTypeAxis" xlink:label="loc_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576" xlink:to="lab_us-gaap_ConcentrationRiskByTypeAxis_F560CFD0C1A8D856DF7BB4371A8EC576" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Concentration Risk Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Concentration Risk Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskTypeDomain" xlink:label="loc_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57" xlink:to="lab_us-gaap_ConcentrationRiskTypeDomain_2C763A27012B803BAEACB4371A8EDD57" xlink:type="arc" />
    <link:label id="lab_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8_terseLabel_en-US" xlink:label="lab_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer Concentration Risk [Member]</link:label>
    <link:label id="lab_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8_label_en-US" xlink:label="lab_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Customer Concentration Risk [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CustomerConcentrationRiskMember" xlink:label="loc_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8" xlink:to="lab_us-gaap_CustomerConcentrationRiskMember_AC2204175A7C9EA309B8B4371A8EBEA8" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4_label_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4" xlink:to="lab_us-gaap_SegmentReportingInformationLineItems_C3A5606E351FD50C3F0FB4371A8E59D4" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of Reporting Units</link:label>
    <link:label id="lab_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716_label_en-US" xlink:label="lab_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Reporting Units</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfReportingUnits" xlink:label="loc_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716" xlink:to="lab_us-gaap_NumberOfReportingUnits_0D0A721DBA0B953CD4E3B48CF5346716" xlink:type="arc" />
    <link:label id="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E_terseLabel_en-US" xlink:label="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of Customers</link:label>
    <link:label id="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E_label_en-US" xlink:label="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Customers</link:label>
    <link:label id="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E_documentation_en-US" xlink:label="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Customers</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NumberOfCustomers" xlink:label="loc_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:to="lab_clf_NumberOfCustomers_897567997E65A22412D8B4371A8E003E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Concentration Risk, Percentage</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Concentration Risk, Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskPercentage1" xlink:label="loc_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB" xlink:to="lab_us-gaap_ConcentrationRiskPercentage1_BC0B07F72210874C1A8EB4371A8E94AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Defined Benefit Plans Disclosures [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Defined Benefit Plans Disclosures [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable" xlink:label="loc_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6" xlink:to="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTable_D04A642F4196CA0BBF23C303F8B063F6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan Disclosure [Line Items]</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan Disclosure [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanDisclosureLineItems" xlink:label="loc_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18" xlink:to="lab_us-gaap_DefinedBenefitPlanDisclosureLineItems_F4095536BD1CAF880D49C303F8B00A18" xlink:type="arc" />
    <link:label id="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440_terseLabel_en-US" xlink:label="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retirement And Defined Compensation Plans Disclosures [Table Text Block]</link:label>
    <link:label id="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440_label_en-US" xlink:label="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retirement And Defined Compensation Plans Disclosures [Table Text Block]</link:label>
    <link:label id="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440_documentation_en-US" xlink:label="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Net Periodic Benefit Cost for Pension and Other Post Retirement Benefits</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock" xlink:label="loc_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:to="lab_clf_RetirementAndDefinedCompensationPlansDisclosuresTableTextBlock_12066300747A995BE545C303F8B06440" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Obligations and Funded Status</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Defined Benefit Plans Disclosures [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock" xlink:label="loc_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7" xlink:to="lab_us-gaap_ScheduleOfDefinedBenefitPlansDisclosuresTextBlock_6FC23B7203512F56DF54C303F8B021D7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Of Plan Assets, Benefit Obligation And Funded Status</link:label>
    <link:label id="lab_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Net Funded Status [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNetFundedStatusTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108" xlink:to="lab_us-gaap_ScheduleOfNetFundedStatusTableTextBlock_884E307D37D0D4386E08C303F8B0F108" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Components Of Net Periodic Benefit Cost</link:label>
    <link:label id="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Net Benefit Costs [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNetBenefitCostsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62" xlink:to="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_18F2E7FFB3BC63BB79BDC303F8B05E62" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-Average Assumptions Used to Determine Benefit Obligations</link:label>
    <link:label id="lab_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC_label_en-US" xlink:label="lab_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Assumptions Used [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfAssumptionsUsedTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC" xlink:to="lab_us-gaap_ScheduleOfAssumptionsUsedTableTextBlock_2A59E512091AEE8CF738C303F8B02CFC" xlink:type="arc" />
    <link:label id="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD_terseLabel_en-US" xlink:label="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-Average Assumptions Used To Determine Net Benefit Costs</link:label>
    <link:label id="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD_label_en-US" xlink:label="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted-Average Assumptions Used To Determine Net Benefit Costs [Table Text Block]</link:label>
    <link:label id="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD_documentation_en-US" xlink:label="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Weighted-Average Assumptions Used To Determine Net Benefit Costs</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock" xlink:label="loc_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:to="lab_clf_WeightedAverageAssumptionsUsedToDetermineNetBenefitCostsTableTextBlock_9F8BDBE0D522E8A750C0C303F8B0A9FD" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Assumed Health Care Cost Trend Rates</link:label>
    <link:label id="lab_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313_label_en-US" xlink:label="lab_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Health Care Cost Trend Rates [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313" xlink:to="lab_us-gaap_ScheduleOfHealthCareCostTrendRatesTableTextBlock_4AB226A2D5D9890C2633C303F8B05313" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Plan Assets and Asset Allocation</link:label>
    <link:label id="lab_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC_label_en-US" xlink:label="lab_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Allocation of Plan Assets [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC" xlink:to="lab_us-gaap_ScheduleOfAllocationOfPlanAssetsTableTextBlock_2AA4EA7A65FCB8C7522BC303F8B036BC" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on Recurring Basis</link:label>
    <link:label id="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F_label_en-US" xlink:label="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Fair Value, Assets and Liabilities Measured on Recurring Basis [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F" xlink:to="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_1DB4C2967F86B670EC24C303F8B0E46F" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effect of Fair Value Measurements Using Significant Unobservable Inputs on Changes in Plan Assets</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Effect of Significant Unobservable Inputs, Changes in Plan Assets [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9" xlink:to="lab_us-gaap_ScheduleOfEffectOfSignificantUnobservableInputsChangesInPlanAssetsTableTextBlock_80213DC33BB9F702A585C303F8B0BFA9" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D_verboseLabel_en-US" xlink:label="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Annual Contributions</link:label>
    <link:label id="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D_label_en-US" xlink:label="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule Of Annual Contributions [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D_documentation_en-US" xlink:label="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule Of Annual Contributions</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleOfAnnualContributionsTableTextBlock" xlink:label="loc_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:to="lab_clf_ScheduleOfAnnualContributionsTableTextBlock_E061C161A5A96F286A1BC303F8B0D88D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimated Net Periodic Benefit Cost</link:label>
    <link:label id="lab_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Net Periodic Benefit Cost Not yet Recognized [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6" xlink:to="lab_us-gaap_ScheduleOfNetPeriodicBenefitCostNotYetRecognizedTableTextBlock_5C9D5A2FE7E5D35C57C3C303F8B012F6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Estimated Future Benefit Payments</link:label>
    <link:label id="lab_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52_label_en-US" xlink:label="lab_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Expected Benefit Payments [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52" xlink:to="lab_us-gaap_ScheduleOfExpectedBenefitPaymentsTableTextBlock_76C3D30B141FC2AC07D3C303F8B00B52" xlink:type="arc" />
    <link:label id="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D_terseLabel_en-US" xlink:label="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SUPPLEMENTARY GUARANTOR INFORMATION</link:label>
    <link:label id="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D_label_en-US" xlink:label="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Supplemental Guarantor Information [Text Block]</link:label>
    <link:label id="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D_documentation_en-US" xlink:label="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Supplemental Guarantor Information [Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SupplementalGuarantorInformationTextBlock" xlink:label="loc_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:to="lab_clf_SupplementalGuarantorInformationTextBlock_4B6D5CBDBF02FE5F6738FBED8AEB273D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Compensation, Share-based Payments [Member]</link:label>
    <link:label id="lab_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C_label_en-US" xlink:label="lab_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Compensation, Share-based Payments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredCompensationShareBasedPaymentsMember" xlink:label="loc_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C" xlink:to="lab_us-gaap_DeferredCompensationShareBasedPaymentsMember_2408369160AB32AA7C1DBFCF7BB0570C" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04_terseLabel_en-US" xlink:label="lab_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Costs and Expenses</link:label>
    <link:label id="lab_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04_label_en-US" xlink:label="lab_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Costs and Expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostsAndExpenses" xlink:label="loc_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04" xlink:to="lab_us-gaap_CostsAndExpenses_AB68C7368CE70CADA0BFBFCF7BB46D04" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasic_C6B520219A782658214EBFCF7BB59921_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_C6B520219A782658214EBFCF7BB59921" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Earnings per common share attributable to Cliffs common shareholders - basic:</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasic" xlink:label="loc_us-gaap_EarningsPerShareBasic_C6B520219A782658214EBFCF7BB59921" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasic_C6B520219A782658214EBFCF7BB59921" xlink:to="lab_us-gaap_EarningsPerShareBasic_C6B520219A782658214EBFCF7BB59921" xlink:type="arc" />
    <link:label id="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3_terseLabel_en-US" xlink:label="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Iron Hourly [Member]</link:label>
    <link:label id="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3_label_en-US" xlink:label="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Iron Hourly [Member]</link:label>
    <link:label id="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3_documentation_en-US" xlink:label="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Iron Hourly [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IronHourlyMember" xlink:label="loc_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:to="lab_clf_IronHourlyMember_76F07A449014CA40516FC3768B2B7FC3" xlink:type="arc" />
    <link:label id="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860_terseLabel_en-US" xlink:label="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salaried [Member]</link:label>
    <link:label id="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860_label_en-US" xlink:label="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Salaried [Member]</link:label>
    <link:label id="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860_documentation_en-US" xlink:label="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Salaried [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SalariedMember" xlink:label="loc_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:to="lab_clf_SalariedMember_90A5E4A6C7DE46AB0047C3768B2B2860" xlink:type="arc" />
    <link:label id="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877_terseLabel_en-US" xlink:label="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ore Mining [Member]</link:label>
    <link:label id="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877_label_en-US" xlink:label="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ore Mining [Member]</link:label>
    <link:label id="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877_documentation_en-US" xlink:label="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ore Mining [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OreMiningMember" xlink:label="loc_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:to="lab_clf_OreMiningMember_C642699B7FE9D5513871C3768B2BB877" xlink:type="arc" />
    <link:label id="lab_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6_terseLabel_en-US" xlink:label="lab_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Supplemental Executive Retirement Plan S E R P [Member]</link:label>
    <link:label id="lab_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6_label_en-US" xlink:label="lab_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Supplemental Employee Retirement Plan [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember" xlink:label="loc_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6" xlink:to="lab_us-gaap_SupplementalEmployeeRetirementPlanDefinedBenefitMember_67359AC1FD7A255D4762C37691413CF6" xlink:type="arc" />
    <link:label id="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808_terseLabel_en-US" xlink:label="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Axis]</link:label>
    <link:label id="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808_label_en-US" xlink:label="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Type of Compensation [Axis]</link:label>
    <link:label id="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808_documentation_en-US" xlink:label="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Type of Compensation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TypeofCompensationAxis" xlink:label="loc_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:to="lab_clf_TypeofCompensationAxis_C97205B011C256F96522C3768B2C3808" xlink:type="arc" />
    <link:label id="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3_terseLabel_en-US" xlink:label="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Domain]</link:label>
    <link:label id="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3_label_en-US" xlink:label="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Type of Compensation [Domain]</link:label>
    <link:label id="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3_documentation_en-US" xlink:label="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Type of Compensation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TypeofCompensationDomain" xlink:label="loc_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:to="lab_clf_TypeofCompensationDomain_9F2A356065344CA45BEAC3768B2CBAC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discount rate</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Assumptions Used Calculating Benefit Obligation, Discount Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate" xlink:label="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2" xlink:to="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationDiscountRate_9F62A0609A3200442914C3768B2E04E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rate of compensation increase</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Assumptions Used Calculating Benefit Obligation, Rate of Compensation Increase</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease" xlink:label="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B" xlink:to="lab_us-gaap_DefinedBenefitPlanAssumptionsUsedCalculatingBenefitObligationRateOfCompensationIncrease_D177EB40137D2097A30DC3768B2EDB0B" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A_terseLabel_en-US" xlink:label="lab_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">REVENUES FROM PRODUCT SALES AND SERVICES</link:label>
    <link:label id="lab_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A_label_en-US" xlink:label="lab_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenuesAbstract" xlink:label="loc_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A" xlink:to="lab_us-gaap_RevenuesAbstract_745B6DB189B2B1C2CC9DCDDF2D0DB89A" xlink:type="arc" />
    <link:label id="lab_us-gaap_Revenues_B8FB7974EE41D6C5AA66CDDF2D11C9D9_totalLabel_en-US" xlink:label="lab_us-gaap_Revenues_B8FB7974EE41D6C5AA66CDDF2D11C9D9" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL REVENUES FROM PRODUCT SALES AND SERVICES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Revenues" xlink:label="loc_us-gaap_Revenues_B8FB7974EE41D6C5AA66CDDF2D11C9D9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Revenues_B8FB7974EE41D6C5AA66CDDF2D11C9D9" xlink:to="lab_us-gaap_Revenues_B8FB7974EE41D6C5AA66CDDF2D11C9D9" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfGoodsAndServicesSold_E26DADBA6C48D50A59F5CDDF2D11D1CF_negatedLabel_en-US" xlink:label="lab_us-gaap_CostOfGoodsAndServicesSold_E26DADBA6C48D50A59F5CDDF2D11D1CF" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">COST OF GOODS SOLD AND OPERATING EXPENSES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfGoodsAndServicesSold" xlink:label="loc_us-gaap_CostOfGoodsAndServicesSold_E26DADBA6C48D50A59F5CDDF2D11D1CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfGoodsAndServicesSold_E26DADBA6C48D50A59F5CDDF2D11D1CF" xlink:to="lab_us-gaap_CostOfGoodsAndServicesSold_E26DADBA6C48D50A59F5CDDF2D11D1CF" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER OPERATING INCOME (EXPENSE)</link:label>
    <link:label id="lab_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C_label_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Expenses [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpensesAbstract" xlink:label="loc_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C" xlink:to="lab_us-gaap_OperatingExpensesAbstract_EAF2AD15B36D6D1BBC25CDDF2D12FD3C" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpenses_FF867C6E9E094020EA84CDDF2D12B506_negatedTotalLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_FF867C6E9E094020EA84CDDF2D12B506" xlink:role="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:type="resource" xml:lang="en-US">Other operating expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpenses" xlink:label="loc_us-gaap_OperatingExpenses_FF867C6E9E094020EA84CDDF2D12B506" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpenses_FF867C6E9E094020EA84CDDF2D12B506" xlink:to="lab_us-gaap_OperatingExpenses_FF867C6E9E094020EA84CDDF2D12B506" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingIncomeLoss_B7D309CC443D4602FF73CDDF2D1325E8_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_B7D309CC443D4602FF73CDDF2D1325E8" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">OPERATING INCOME</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingIncomeLoss" xlink:label="loc_us-gaap_OperatingIncomeLoss_B7D309CC443D4602FF73CDDF2D1325E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingIncomeLoss_B7D309CC443D4602FF73CDDF2D1325E8" xlink:to="lab_us-gaap_OperatingIncomeLoss_B7D309CC443D4602FF73CDDF2D1325E8" xlink:type="arc" />
    <link:label id="lab_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9_terseLabel_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER INCOME (EXPENSE)</link:label>
    <link:label id="lab_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9_label_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Nonoperating Income (Expense) [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NonoperatingIncomeExpenseAbstract" xlink:label="loc_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9" xlink:to="lab_us-gaap_NonoperatingIncomeExpenseAbstract_4E9C077B9C65AA2A489ECDDF2D139AF9" xlink:type="arc" />
    <link:label id="lab_us-gaap_NonoperatingIncomeExpense_D4FE202E0AA116F4CE24CDDF2D14A6AC_totalLabel_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpense_D4FE202E0AA116F4CE24CDDF2D14A6AC" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">TOTAL OTHER INCOME (EXPENSE)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NonoperatingIncomeExpense" xlink:label="loc_us-gaap_NonoperatingIncomeExpense_D4FE202E0AA116F4CE24CDDF2D14A6AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_D4FE202E0AA116F4CE24CDDF2D14A6AC" xlink:to="lab_us-gaap_NonoperatingIncomeExpense_D4FE202E0AA116F4CE24CDDF2D14A6AC" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5CDA7F54D07061841B78CDDF2D14D0CA_totalLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5CDA7F54D07061841B78CDDF2D14D0CA" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM CONTINUING OPERATIONS BEFORE INCOME TAXES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5CDA7F54D07061841B78CDDF2D14D0CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5CDA7F54D07061841B78CDDF2D14D0CA" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5CDA7F54D07061841B78CDDF2D14D0CA" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_E2E4FE07AFB2102EF629CDDF2D14FE6F_negatedLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit_E2E4FE07AFB2102EF629CDDF2D14FE6F" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">INCOME TAX BENEFIT</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_E2E4FE07AFB2102EF629CDDF2D14FE6F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_E2E4FE07AFB2102EF629CDDF2D14FE6F" xlink:to="lab_us-gaap_IncomeTaxExpenseBenefit_E2E4FE07AFB2102EF629CDDF2D14FE6F" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_6FE9A9094A0E502329E1CDDF2D144110_totalLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_6FE9A9094A0E502329E1CDDF2D144110" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM CONTINUING OPERATIONS</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_6FE9A9094A0E502329E1CDDF2D144110" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_6FE9A9094A0E502329E1CDDF2D144110" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_6FE9A9094A0E502329E1CDDF2D144110" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_FC0E12485CEA3D8809C7CDDF2D15C7BB_negatedLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_FC0E12485CEA3D8809C7CDDF2D15C7BB" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">LOSS (INCOME) ATTRIBUTABLE TO NONCONTROLLING INTEREST</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_FC0E12485CEA3D8809C7CDDF2D15C7BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_FC0E12485CEA3D8809C7CDDF2D15C7BB" xlink:to="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_FC0E12485CEA3D8809C7CDDF2D15C7BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0_totalLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">NET INCOME ATTRIBUTABLE TO CLIFFS SHAREHOLDERS</link:label>
    <link:label id="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0_label_en-US" xlink:label="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Available to Common Stockholders, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:label="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0" xlink:to="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_3D7075A71DAD89A6DBA6CDDF2D1586B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EARNINGS PER COMMON SHARE ATTRIBUTABLE TO CLIFFS SHAREHOLDERS - BASIC</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Basic [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasicAbstract" xlink:label="loc_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47" xlink:to="lab_us-gaap_EarningsPerShareBasicAbstract_841B165CBC1CFD81FCCBCDDF2D155C47" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EARNINGS PER COMMON SHARE ATTRIBUTABLE TO CLIFFS SHAREHOLDERS - DILUTED</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Diluted [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDilutedAbstract" xlink:label="loc_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1" xlink:to="lab_us-gaap_EarningsPerShareDilutedAbstract_BCED8F38BE99C9D43067CDDF2D17F5A1" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDiluted_BEF3BA42C19DA70D631FCDDF2D1867EE_totalLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted_BEF3BA42C19DA70D631FCDDF2D1867EE" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Earnings (Loss) per Common Share Attributable to Cliffs Common Shareholders - Diluted:</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDiluted" xlink:label="loc_us-gaap_EarningsPerShareDiluted_BEF3BA42C19DA70D631FCDDF2D1867EE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDiluted_BEF3BA42C19DA70D631FCDDF2D1867EE" xlink:to="lab_us-gaap_EarningsPerShareDiluted_BEF3BA42C19DA70D631FCDDF2D1867EE" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">AVERAGE NUMBER OF SHARES (IN THOUSANDS)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding Reconciliation [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_4DC6D4C81EA4C68C04E8CDDF2D18B542" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Summary Of Other Ownership Interests</link:label>
    <link:label id="lab_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9_label_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Other Ownership Interests [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock" xlink:label="loc_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9" xlink:to="lab_us-gaap_ScheduleOfOtherOwnershipInterestsTextBlock_02AEDF539E4E5C3991C7FBED85E8ECF9" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Summary Of Related Party Transactions Table Disclosure</link:label>
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0_label_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Related Party Transactions [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0" xlink:to="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_3A85CDE5AD74018CBFE4FBED85E9A2F0" xlink:type="arc" />
    <link:label id="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65_terseLabel_en-US" xlink:label="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Summary of Balance Sheet Presentation [Table Text Block]</link:label>
    <link:label id="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65_label_en-US" xlink:label="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Summary of Balance Sheet Presentation [Table Text Block]</link:label>
    <link:label id="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65_documentation_en-US" xlink:label="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Summary of Balance Sheet Presentation [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_SummaryofBalanceSheetPresentationTableTextBlock" xlink:label="loc_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:to="lab_clf_SummaryofBalanceSheetPresentationTableTextBlock_7647C48686B4AE4D05F1FBED85E92C65" xlink:type="arc" />
    <link:label id="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B_terseLabel_en-US" xlink:label="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Triggering Events [Axis]</link:label>
    <link:label id="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B_label_en-US" xlink:label="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Triggering Events [Axis]</link:label>
    <link:label id="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B_documentation_en-US" xlink:label="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Triggering Events [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TriggeringEventsAxis" xlink:label="loc_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:to="lab_clf_TriggeringEventsAxis_0BD5031C150D7357A3B2C4163C1E5F6B" xlink:type="arc" />
    <link:label id="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62_terseLabel_en-US" xlink:label="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Triggering Events [Domain]</link:label>
    <link:label id="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62_label_en-US" xlink:label="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Triggering Events [Domain]</link:label>
    <link:label id="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62_documentation_en-US" xlink:label="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Triggering Events [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TriggeringEventsDomain" xlink:label="loc_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:to="lab_clf_TriggeringEventsDomain_4245FF194D93F98B4957C4163C1ECF62" xlink:type="arc" />
    <link:label id="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B_terseLabel_en-US" xlink:label="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adoption of New Projection Scale [Member]</link:label>
    <link:label id="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B_label_en-US" xlink:label="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adoption of New Projection Scale [Member]</link:label>
    <link:label id="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B_documentation_en-US" xlink:label="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Adoption of New Projection Scale [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AdoptionofNewProjectionScaleMember" xlink:label="loc_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:to="lab_clf_AdoptionofNewProjectionScaleMember_BAEBA79B250AD8641FAFC4163C1E1F1B" xlink:type="arc" />
    <link:label id="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61_terseLabel_en-US" xlink:label="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Update Assumption per Capita Cost [Member]</link:label>
    <link:label id="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61_label_en-US" xlink:label="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Update Assumption per Capita Cost [Member]</link:label>
    <link:label id="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61_documentation_en-US" xlink:label="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Update Assumption per Capita Cost [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_UpdateAssumptionperCapitaCostMember" xlink:label="loc_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:to="lab_clf_UpdateAssumptionperCapitaCostMember_E483EFEA933A428520ADC4163C1E0A61" xlink:type="arc" />
    <link:label id="lab_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Subsequent Event Type [Axis]</link:label>
    <link:label id="lab_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE_label_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Event Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeAxis" xlink:label="loc_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE" xlink:to="lab_us-gaap_SubsequentEventTypeAxis_BE55916A6E1B5177DFC8C4163C1E1BDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Subsequent Event Type [Domain]</link:label>
    <link:label id="lab_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A_label_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Event Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeDomain" xlink:label="loc_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A" xlink:to="lab_us-gaap_SubsequentEventTypeDomain_4FC2B9E89B9F04CD83CFC4163C1E131A" xlink:type="arc" />
    <link:label id="lab_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Subsequent Event [Member]</link:label>
    <link:label id="lab_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9_label_en-US" xlink:label="lab_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Event [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventMember" xlink:label="loc_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9" xlink:to="lab_us-gaap_SubsequentEventMember_A81E04E3B7C20EB98EA7C4163C1E19C9" xlink:type="arc" />
    <link:label id="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5_terseLabel_en-US" xlink:label="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Coverage Age [Axis]</link:label>
    <link:label id="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5_label_en-US" xlink:label="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Coverage Age [Axis]</link:label>
    <link:label id="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5_documentation_en-US" xlink:label="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Coverage Age [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CoverageAgeAxis" xlink:label="loc_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:to="lab_clf_CoverageAgeAxis_6D3855188A80DC5749D6C4163C1E51D5" xlink:type="arc" />
    <link:label id="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02_terseLabel_en-US" xlink:label="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Coverage Age [Domain]</link:label>
    <link:label id="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02_label_en-US" xlink:label="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Coverage Age [Domain]</link:label>
    <link:label id="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02_documentation_en-US" xlink:label="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Coverage Age [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CoverageAgeDomain" xlink:label="loc_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:to="lab_clf_CoverageAgeDomain_FBF7A293F1C104674E0CC4163C221A02" xlink:type="arc" />
    <link:label id="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11_terseLabel_en-US" xlink:label="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior To Age65 [Member]</link:label>
    <link:label id="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11_label_en-US" xlink:label="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prior To Age65 [Member]</link:label>
    <link:label id="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11_documentation_en-US" xlink:label="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Prior to Age 65</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PriorToAge65Member" xlink:label="loc_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:to="lab_clf_PriorToAge65Member_18440A4430888790C6A9C4163C22FE11" xlink:type="arc" />
    <link:label id="lab_country_US_31690880F67DE9E266E7C4163C2252F2_terseLabel_en-US" xlink:label="lab_country_US_31690880F67DE9E266E7C4163C2252F2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">United States [Member]</link:label>
    <link:label id="lab_country_US_31690880F67DE9E266E7C4163C2252F2_label_en-US" xlink:label="lab_country_US_31690880F67DE9E266E7C4163C2252F2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">UNITED STATES</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_US" xlink:label="loc_country_US_31690880F67DE9E266E7C4163C2252F2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_US_31690880F67DE9E266E7C4163C2252F2" xlink:to="lab_country_US_31690880F67DE9E266E7C4163C2252F2" xlink:type="arc" />
    <link:label id="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171_terseLabel_en-US" xlink:label="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Northshore [Member]</link:label>
    <link:label id="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171_label_en-US" xlink:label="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Northshore [Member]</link:label>
    <link:label id="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171_documentation_en-US" xlink:label="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Northshore [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NorthshoreMember" xlink:label="loc_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:to="lab_clf_NorthshoreMember_9C147316D29CA4B4CFFEC4163C225171" xlink:type="arc" />
    <link:label id="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258_terseLabel_en-US" xlink:label="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Contributions by Plan Participants</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258_label_en-US" xlink:label="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Contributions by Plan Participants</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258_documentation_en-US" xlink:label="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Contributions by Plan Participants</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants" xlink:label="loc_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:to="lab_clf_DefinedBenefitPlanPlanAssetsContributionsByPlanParticipants_0E64DDCE15CF19B782C7C4163C220258" xlink:type="arc" />
    <link:label id="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E_terseLabel_en-US" xlink:label="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Term Of Agreement</link:label>
    <link:label id="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E_label_en-US" xlink:label="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Labor Agreement, Contract Term</link:label>
    <link:label id="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E_documentation_en-US" xlink:label="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Labor Agreement, Contract Term</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LaborAgreementContractTerm" xlink:label="loc_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:to="lab_clf_LaborAgreementContractTerm_12B217E75CA40074936FC4163C221F1E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">401(k) contribution match</link:label>
    <link:label id="lab_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C_label_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Contribution Plan, Employer Discretionary Contribution Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount" xlink:label="loc_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C" xlink:to="lab_us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_D50A088D23764854E192C4163C22FB0C" xlink:type="arc" />
    <link:label id="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147_terseLabel_en-US" xlink:label="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Annual limit on medical coverage for each participant</link:label>
    <link:label id="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147_label_en-US" xlink:label="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Postretirement Benefits Medical Coverage Annual Limit</link:label>
    <link:label id="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147_documentation_en-US" xlink:label="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Postretirement Benefits Medical Coverage, Annual Limit</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PostretirementBenefitsMedicalCoverageAnnualLimit" xlink:label="loc_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:to="lab_clf_PostretirementBenefitsMedicalCoverageAnnualLimit_0062F408D098727834D6C4163C22D147" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Accumulated Benefit Obligation</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Accumulated Benefit Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation" xlink:label="loc_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266" xlink:to="lab_us-gaap_DefinedBenefitPlanAccumulatedBenefitObligation_54CD106B4EF5149F77B9C4163C220266" xlink:type="arc" />
    <link:label id="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3_terseLabel_en-US" xlink:label="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Decrease in Projected Benefit Obligation due to Market Conditions</link:label>
    <link:label id="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3_label_en-US" xlink:label="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Decrease in Projected Benefit Obligation due to Market Conditions</link:label>
    <link:label id="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3_documentation_en-US" xlink:label="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Decrease in Projected Benefit Obligation due to Market Conditions</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DecreaseinProjectedBenefitObligationduetoMarketConditions" xlink:label="loc_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:to="lab_clf_DecreaseinProjectedBenefitObligationduetoMarketConditions_6EC8C3F492F906753951C4163C22E9F3" xlink:type="arc" />
    <link:label id="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058_terseLabel_en-US" xlink:label="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in Projected Benefit Obligation due to new mortality tables</link:label>
    <link:label id="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058_label_en-US" xlink:label="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase in Projected Benefit Obligation due to new mortality tables</link:label>
    <link:label id="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058_documentation_en-US" xlink:label="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase in Projected Benefit Obligation due to new mortality tables</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables" xlink:label="loc_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:to="lab_clf_IncreaseinProjectedBenefitObligationduetonewmortalitytables_870CA6E521CB90675F7CC4163C223058" xlink:type="arc" />
    <link:label id="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A_terseLabel_en-US" xlink:label="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reserve for investment commitments</link:label>
    <link:label id="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A_label_en-US" xlink:label="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reserve For Investment Commitments</link:label>
    <link:label id="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A_documentation_en-US" xlink:label="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reserve for Investment Commitments</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReserveForInvestmentCommitments" xlink:label="loc_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:to="lab_clf_ReserveForInvestmentCommitments_2068393C7F5DCE18FDF7C4163C22BB9A" xlink:type="arc" />
    <link:label id="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137_terseLabel_en-US" xlink:label="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemption request notice period, days</link:label>
    <link:label id="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137_label_en-US" xlink:label="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Redemption Request Notice Period</link:label>
    <link:label id="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137_documentation_en-US" xlink:label="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Redemption Request Notice Period</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RedemptionRequestNoticePeriod" xlink:label="loc_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:to="lab_clf_RedemptionRequestNoticePeriod_28E0FEC64798C0520C01C4163C220137" xlink:type="arc" />
    <link:label id="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9_terseLabel_en-US" xlink:label="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Withdrawal request notice period, days</link:label>
    <link:label id="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9_label_en-US" xlink:label="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Compensation Arrangement with Individual, Written Notice Period Required for Withdrawals</link:label>
    <link:label id="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9_documentation_en-US" xlink:label="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Deferred Compensation Arrangement with Individual, Written Notice Period Required for Withdrawals</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals" xlink:label="loc_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:to="lab_clf_DeferredCompensationArrangementWithIndividualWrittenNoticePeriodRequiredForWithdrawals_2E5D42A657BF012A6ACDC4163C2240F9" xlink:type="arc" />
    <link:label id="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E_terseLabel_en-US" xlink:label="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Pension Benefits</link:label>
    <link:label id="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E_label_en-US" xlink:label="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Pension Benefits</link:label>
    <link:label id="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E_documentation_en-US" xlink:label="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Pension Benefits</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EarlyTerminationFeesforPensionBenefits" xlink:label="loc_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:to="lab_clf_EarlyTerminationFeesforPensionBenefits_1E841ABECCCE393C323BC4163C22E33E" xlink:type="arc" />
    <link:label id="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC_terseLabel_en-US" xlink:label="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Other Postretirement Benefits</link:label>
    <link:label id="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC_label_en-US" xlink:label="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Other Postretirement Benefits</link:label>
    <link:label id="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC_documentation_en-US" xlink:label="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Early Termination Fees for Other Postretirement Benefits</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EarlyTerminationFeesforOtherPostretirementBenefits" xlink:label="loc_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:to="lab_clf_EarlyTerminationFeesforOtherPostretirementBenefits_00AAC4C7F7A95E3A134DC4163C22C4FC" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Disposal Groups, Including Discontinued Operations, Income Statement, Balance Sheet and Additional Disclosures [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Groups, Including Discontinued Operations [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock" xlink:label="loc_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0" xlink:to="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_9DBD5480843EC5F8A95EA6E3D33824F0" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3_terseLabel_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Disposal Groups, including Discontinued Operations, Income Statement [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3_label_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Disposal Groups, including Discontinued Operations, Income Statement [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3_documentation_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Table Text Block] for Schedule of Disposal Groups, including Discontinued Operations, Income Statement [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock" xlink:label="loc_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:to="lab_clf_ScheduleofDisposalGroupsincludingDiscontinuedOperationsIncomeStatementTableTextBlock_D43AE51943FCA3F962A5A6E3D33A59B3" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7_terseLabel_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Disposal Groups, Including Discontinued Operations, Assets and Liabilities [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7_label_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Disposal Groups, Including Discontinued Operations, Assets and Liabilities [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7_documentation_en-US" xlink:label="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Table Text Block] for Schedule of Disposal Groups, Including Discontinued Operations, Assets and Liabilities [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock" xlink:label="loc_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:to="lab_clf_ScheduleofDisposalGroupsIncludingDiscontinuedOperationsAssetsandLiabilitiesTableTextBlock_BB713B82EA97068931D0A6E3D3412FA7" xlink:type="arc" />
    <link:label id="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C_terseLabel_en-US" xlink:label="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Table Text Block]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C_label_en-US" xlink:label="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Table Text Block]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C_documentation_en-US" xlink:label="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Table Text Block] for PreTax Exit Costs [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PreTaxExitCostsTableTextBlock" xlink:label="loc_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:to="lab_clf_PreTaxExitCostsTableTextBlock_A68029BFDC61E28C1613A6E3D3437D0C" xlink:type="arc" />
    <link:label id="lab_us-gaap_SubsequentEventsAbstract_8411BAA266FFE8C6AB8DFBED8E8526DA_label_en-US" xlink:label="lab_us-gaap_SubsequentEventsAbstract_8411BAA266FFE8C6AB8DFBED8E8526DA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Events [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventsAbstract" xlink:label="loc_us-gaap_SubsequentEventsAbstract_8411BAA266FFE8C6AB8DFBED8E8526DA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventsAbstract_8411BAA266FFE8C6AB8DFBED8E8526DA" xlink:to="lab_us-gaap_SubsequentEventsAbstract_8411BAA266FFE8C6AB8DFBED8E8526DA" xlink:type="arc" />
    <link:label id="lab_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SUBSEQUENT EVENTS</link:label>
    <link:label id="lab_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429_label_en-US" xlink:label="lab_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Events [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventsTextBlock" xlink:label="loc_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429" xlink:to="lab_us-gaap_SubsequentEventsTextBlock_CD8EB29052D1F23D4AB9FBED8E863429" xlink:type="arc" />
    <link:label id="lab_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8_terseLabel_en-US" xlink:label="lab_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Geographical [Axis]</link:label>
    <link:label id="lab_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8_label_en-US" xlink:label="lab_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Geographical [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_StatementGeographicalAxis" xlink:label="loc_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8" xlink:to="lab_srt_StatementGeographicalAxis_EA986363F4738BF8ACA7C46B07C1FCD8" xlink:type="arc" />
    <link:label id="lab_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624_terseLabel_en-US" xlink:label="lab_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Geographical [Domain]</link:label>
    <link:label id="lab_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624_label_en-US" xlink:label="lab_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Geographical [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_SegmentGeographicalDomain" xlink:label="loc_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624" xlink:to="lab_srt_SegmentGeographicalDomain_771834529976A3A101A4C46B07C16624" xlink:type="arc" />
    <link:label id="lab_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014_terseLabel_en-US" xlink:label="lab_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LUXEMBOURG</link:label>
    <link:label id="lab_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014_label_en-US" xlink:label="lab_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LUXEMBOURG</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_LU" xlink:label="loc_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014" xlink:to="lab_country_LU_5F0DCCA733EF68E1ACDCC46B07C1C014" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, Domestic</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, Domestic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic" xlink:label="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2" xlink:to="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsDomestic_ED5EB50581D55CFEE223C4752B2509A2" xlink:type="arc" />
    <link:label id="lab_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2_terseLabel_en-US" xlink:label="lab_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Undistributed Earnings of Foreign Subsidiaries</link:label>
    <link:label id="lab_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2_label_en-US" xlink:label="lab_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Undistributed Earnings of Foreign Subsidiaries</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UndistributedEarningsOfForeignSubsidiaries" xlink:label="loc_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2" xlink:to="lab_us-gaap_UndistributedEarningsOfForeignSubsidiaries_E4D0825BF3926233F5BFC46B07C106A2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, State and Local</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, State and Local</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal" xlink:label="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F" xlink:to="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsStateAndLocal_653426C8E30843212755C46B07C1FA5F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, Foreign</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards, Foreign</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign" xlink:label="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD" xlink:to="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwardsForeign_83680DE26D56D9D46AB7C46B07C17DFD" xlink:type="arc" />
    <link:label id="lab_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30_terseLabel_en-US" xlink:label="lab_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Fiscal Year Focus</link:label>
    <link:label id="lab_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30_label_en-US" xlink:label="lab_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Fiscal Year Focus</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentFiscalYearFocus" xlink:label="loc_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30" xlink:to="lab_dei_DocumentFiscalYearFocus_F2244F364EFDD766CBBEC46B07C19E30" xlink:type="arc" />
    <link:label id="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6_terseLabel_en-US" xlink:label="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cumulative Loss Position, Period</link:label>
    <link:label id="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6_label_en-US" xlink:label="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cumulative Loss Position, Period</link:label>
    <link:label id="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6_documentation_en-US" xlink:label="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cumulative Loss Position, Period</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CumulativeLossPositionPeriod" xlink:label="loc_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:to="lab_clf_CumulativeLossPositionPeriod_F9E4FC02D5EF7E439757C46B07C1FBE6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Credit Carryforwards, Foreign</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Credit Carryforwards, Foreign</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E" xlink:to="lab_us-gaap_DeferredTaxAssetsTaxCreditCarryforwardsForeign_1A0DDEEEB4A7EE8A0655C46B07D0FD3E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Allowance, Deferred Tax Asset, Change in Amount</link:label>
    <link:label id="lab_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D_label_en-US" xlink:label="lab_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation Allowance, Deferred Tax Asset, Increase (Decrease), Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount" xlink:label="loc_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D" xlink:to="lab_us-gaap_ValuationAllowanceDeferredTaxAssetChangeInAmount_D822465446FE9BFECB1FC46B07D0020D" xlink:type="arc" />
    <link:label id="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D_terseLabel_en-US" xlink:label="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimated Taxable Income to Fully Utilize Deferred Tax Assets</link:label>
    <link:label id="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D_label_en-US" xlink:label="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Estimated Taxable Income to Fully Utilize Deferred Tax Assets</link:label>
    <link:label id="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D_documentation_en-US" xlink:label="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Estimated Taxable Income to Fully Utilize Deferred Tax Assets</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets" xlink:label="loc_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:to="lab_clf_EstimatedTaxableIncometoFullyUtilizeDeferredTaxAssets_F7BFDAD2B0C89EAEFD30C46B07D0AA8D" xlink:type="arc" />
    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_0255F8A80608797D1A70C46B07D0CC95_verboseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_0255F8A80608797D1A70C46B07D0CC95" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate, Continuing Operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectiveIncomeTaxRateContinuingOperations" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateContinuingOperations_0255F8A80608797D1A70C46B07D0CC95" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EffectiveIncomeTaxRateContinuingOperations_0255F8A80608797D1A70C46B07D0CC95" xlink:to="lab_us-gaap_EffectiveIncomeTaxRateContinuingOperations_0255F8A80608797D1A70C46B07D0CC95" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Income Tax Penalties and Interest Accrued</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Income Tax Penalties and Interest Accrued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C" xlink:to="lab_us-gaap_UnrecognizedTaxBenefitsIncomeTaxPenaltiesAndInterestAccrued_FA9E6F0D02B0E838A21DC46B07D0672C" xlink:type="arc" />
    <link:label id="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F_terseLabel_en-US" xlink:label="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Intercompany Notes</link:label>
    <link:label id="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F_label_en-US" xlink:label="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Intercompany Notes</link:label>
    <link:label id="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F_documentation_en-US" xlink:label="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Intercompany Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DeferredTaxLiabilitiesIntercompanyNotes" xlink:label="loc_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:to="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_B16CEC6DB3214B4B1766C46B07D0C46F" xlink:type="arc" />
    <link:label id="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395_terseLabel_en-US" xlink:label="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tax law change, remeasurement, amount</link:label>
    <link:label id="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395_label_en-US" xlink:label="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tax law change, remeasurement, amount</link:label>
    <link:label id="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395_documentation_en-US" xlink:label="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tax law change, remeasurement, amount</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Taxlawchangeremeasurementamount" xlink:label="loc_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:to="lab_clf_Taxlawchangeremeasurementamount_2C2414236C3842C16EDAC46B07D06395" xlink:type="arc" />
    <link:label id="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0_terseLabel_en-US" xlink:label="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tax Cuts And Jobs Act, Change In Tax Rate, Deferred Tax Asset, Income Tax Expense</link:label>
    <link:label id="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0_label_en-US" xlink:label="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tax Cuts And Jobs Act, Change In Tax Rate, Deferred Tax Asset, Income Tax Expense</link:label>
    <link:label id="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0_documentation_en-US" xlink:label="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tax Cuts And Jobs Act, Change In Tax Rate, Deferred Tax Asset, Income Tax Expense</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense" xlink:label="loc_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:to="lab_clf_TaxCutsAndJobsActChangeInTaxRateDeferredTaxAssetIncomeTaxExpense_C2D5B18ED643F2A56203C46B07D0E3D0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingencies_C01B354DB4934644307CC8557F5F6E57_verboseLabel_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingencies_C01B354DB4934644307CC8557F5F6E57" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Environmental</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccrualForEnvironmentalLossContingencies" xlink:label="loc_us-gaap_AccrualForEnvironmentalLossContingencies_C01B354DB4934644307CC8557F5F6E57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccrualForEnvironmentalLossContingencies_C01B354DB4934644307CC8557F5F6E57" xlink:to="lab_us-gaap_AccrualForEnvironmentalLossContingencies_C01B354DB4934644307CC8557F5F6E57" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2_terseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligation" xlink:label="loc_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2" xlink:to="lab_us-gaap_AssetRetirementObligation_F411896F63A401863C92C8557F5F4BC2" xlink:type="arc" />
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A_terseLabel_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A_label_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A_documentation_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Current</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent" xlink:label="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:to="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityCurrent_C255BE79B8A8CE6EAA55C8557F5F367A" xlink:type="arc" />
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B_terseLabel_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Noncurrent</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B_label_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Reclamation And Closing Liability Noncurrent</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B_documentation_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of environmental loss contingencies, such as presence of hazardous waste, relevant information from reports issued by regulators, and estimated costs to achieve compliance with regulatory requirements. As well as, the amount of a reclamation and mine closing liability that is associated with a legal obligation for the closure and reclamation of a mine including the removal of buildings, equipment, machinery and other physical remnants of mining, closure of tailings impoundments, leach pads and other mine features, and contouring, covering and revegetation of waste rock piles and other disturbed areas.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent" xlink:label="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:to="lab_clf_EnvironmentalLossContingencyAndMineReclamationAndClosingLiabilityNoncurrent_DBA78CE3A588A71B015DC8557F5F7A9B" xlink:type="arc" />
    <link:label id="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89_terseLabel_en-US" xlink:label="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">United Taconite [Member]</link:label>
    <link:label id="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89_label_en-US" xlink:label="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">United Taconite [Member]</link:label>
    <link:label id="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89_documentation_en-US" xlink:label="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">United Taconite [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_UnitedTaconiteMember" xlink:label="loc_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:to="lab_clf_UnitedTaconiteMember_FB9FE46FDED66FB84673C42130283D89" xlink:type="arc" />
    <link:label id="lab_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83_terseLabel_en-US" xlink:label="lab_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Address, State or Province</link:label>
    <link:label id="lab_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83_label_en-US" xlink:label="lab_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Address, State or Province</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityAddressStateOrProvince" xlink:label="loc_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83" xlink:to="lab_dei_EntityAddressStateOrProvince_89DD3A1C119648582EA7C42130287A83" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Net Gain (Loss) from Designated or Qualifying Cash Flow Hedges [Member]</link:label>
    <link:label id="lab_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14_label_en-US" xlink:label="lab_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Net Gain (Loss) from Cash Flow Hedges Attributable to Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember" xlink:label="loc_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14" xlink:to="lab_us-gaap_AccumulatedNetGainLossFromDesignatedOrQualifyingCashFlowHedgesMember_3666C3956FD143F8AF42C303F4F48B14" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Foreign Currency Adjustment Attributable to Parent [Member]</link:label>
    <link:label id="lab_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B_label_en-US" xlink:label="lab_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Foreign Currency Adjustment Attributable to Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedTranslationAdjustmentMember" xlink:label="loc_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B" xlink:to="lab_us-gaap_AccumulatedTranslationAdjustmentMember_3CC0F560516EBD8A401DC303F4F4D54B" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Defined Benefit Plans Adjustment Attributable to Parent [Member]</link:label>
    <link:label id="lab_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500_label_en-US" xlink:label="lab_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Defined Benefit Plans Adjustment Attributable to Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember" xlink:label="loc_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500" xlink:to="lab_us-gaap_AccumulatedDefinedBenefitPlansAdjustmentMember_BF8B51660081C880E62CC303F4F43500" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Net Unrealized Investment Gain (Loss) [Member]</link:label>
    <link:label id="lab_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0_label_en-US" xlink:label="lab_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Net Investment Gain (Loss) Attributable to Parent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember" xlink:label="loc_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0" xlink:to="lab_us-gaap_AccumulatedNetUnrealizedInvestmentGainLossMember_82410EA2AFE2570AFC64C303F4F4EEF0" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income Location [Axis]</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLocationAxis" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLocationAxis_FE1156394B029559C9CEC303F4F4C7DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income Location [Domain]</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income Location [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLocationDomain" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLocationDomain_642E82F934628F89FE44C303F4F4CC07" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive (Income) Loss, Defined Benefit Plan, after Tax</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive (Income) Loss, Defined Benefit Plan, after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossDefinedBenefitPensionAndOtherPostretirementPlansNetOfTax_B146DEB01FF4CB3C94EAC303F4F4831E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), before Reclassifications, Net of Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), before Reclassifications, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_4F8CE743545D4A98897AC303F4F42F95" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Debt Securities, Available-for-sale, Adjustment, after Tax</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Debt Securities, Available-for-sale, Adjustment, after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossAvailableForSaleSecuritiesAdjustmentNetOfTax_3C2B815863AED82D1AA8C303F4F45661" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Foreign Currency Translation Adjustment, Net of Tax</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Foreign Currency Translation Adjustment, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossForeignCurrencyTranslationAdjustmentNetOfTax_B1BC33A5361B6CC4EB6CC303F4F4FA00" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Cumulative Changes in Net Gain (Loss) from Cash Flow Hedges, Effect Net of Tax</link:label>
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F_label_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Cumulative Changes in Net Gain (Loss) from Cash Flow Hedges, Effect Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossCumulativeChangesInNetGainLossFromCashFlowHedgesEffectNetOfTax_7A8F1A7457AB886C7BCDC303F4F4E22F" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_95E4EC635D34E379A1F3C303F4F4293D_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_95E4EC635D34E379A1F3C303F4F4293D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, after Reclassification Adjustment, after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_95E4EC635D34E379A1F3C303F4F4293D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_95E4EC635D34E379A1F3C303F4F4293D" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_95E4EC635D34E379A1F3C303F4F4293D" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Changes in foreign currency translation</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Transaction and Translation Adjustment, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_BEFA58FF2038073E582EC303F4F476AE" xlink:type="arc" />
    <link:label id="lab_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3_label_en-US" xlink:label="lab_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document and Entity Information [Abstract]</link:label>
    <link:label id="lab_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3_documentation_en-US" xlink:label="lab_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Document and Entity Information [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DocumentAndEntityInformationAbstract" xlink:label="loc_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3" xlink:to="lab_clf_DocumentAndEntityInformationAbstract_7BF9AF21F804BA5EFC83BEC10D6C36C3" xlink:type="arc" />
    <link:label id="lab_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B_terseLabel_en-US" xlink:label="lab_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Registrant Name</link:label>
    <link:label id="lab_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B_label_en-US" xlink:label="lab_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Registrant Name</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityRegistrantName" xlink:label="loc_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B" xlink:to="lab_dei_EntityRegistrantName_00D3E5D1271AD2C10781BEC10D6D6E4B" xlink:type="arc" />
    <link:label id="lab_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9_terseLabel_en-US" xlink:label="lab_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Central Index Key</link:label>
    <link:label id="lab_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9_label_en-US" xlink:label="lab_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Central Index Key</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityCentralIndexKey" xlink:label="loc_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9" xlink:to="lab_dei_EntityCentralIndexKey_935756D763ED171D1365BEC10D6D2DD9" xlink:type="arc" />
    <link:label id="lab_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7_terseLabel_en-US" xlink:label="lab_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Filer Category</link:label>
    <link:label id="lab_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7_label_en-US" xlink:label="lab_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Filer Category</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityFilerCategory" xlink:label="loc_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7" xlink:to="lab_dei_EntityFilerCategory_D43420F3438D74D4F06DBEC10D6E4DC7" xlink:type="arc" />
    <link:label id="lab_dei_DocumentType_87519CF40484916830D5BEC10D6E9776_terseLabel_en-US" xlink:label="lab_dei_DocumentType_87519CF40484916830D5BEC10D6E9776" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Type</link:label>
    <link:label id="lab_dei_DocumentType_87519CF40484916830D5BEC10D6E9776_label_en-US" xlink:label="lab_dei_DocumentType_87519CF40484916830D5BEC10D6E9776" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Type</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentType" xlink:label="loc_dei_DocumentType_87519CF40484916830D5BEC10D6E9776" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentType_87519CF40484916830D5BEC10D6E9776" xlink:to="lab_dei_DocumentType_87519CF40484916830D5BEC10D6E9776" xlink:type="arc" />
    <link:label id="lab_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD_terseLabel_en-US" xlink:label="lab_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Period End Date</link:label>
    <link:label id="lab_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD_label_en-US" xlink:label="lab_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Period End Date</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentPeriodEndDate" xlink:label="loc_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD" xlink:to="lab_dei_DocumentPeriodEndDate_2419448FE7FD43208CD9BEC10D6ED2CD" xlink:type="arc" />
    <link:label id="lab_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6_terseLabel_en-US" xlink:label="lab_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Fiscal Period Focus</link:label>
    <link:label id="lab_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6_label_en-US" xlink:label="lab_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Fiscal Period Focus</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentFiscalPeriodFocus" xlink:label="loc_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6" xlink:to="lab_dei_DocumentFiscalPeriodFocus_FED8AEC8CD6AB9D98FDEBEC10D6F85E6" xlink:type="arc" />
    <link:label id="lab_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42_terseLabel_en-US" xlink:label="lab_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amendment Flag</link:label>
    <link:label id="lab_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42_label_en-US" xlink:label="lab_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amendment Flag</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_AmendmentFlag" xlink:label="loc_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42" xlink:to="lab_dei_AmendmentFlag_B1605250D52CB1742D86BEC10D6F8D42" xlink:type="arc" />
    <link:label id="lab_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6_terseLabel_en-US" xlink:label="lab_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Common Stock, Shares Outstanding</link:label>
    <link:label id="lab_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6_label_en-US" xlink:label="lab_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Common Stock, Shares Outstanding</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityCommonStockSharesOutstanding" xlink:label="loc_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6" xlink:to="lab_dei_EntityCommonStockSharesOutstanding_3B6258DBFB39F0E3198DBEC10D6F75E6" xlink:type="arc" />
    <link:label id="lab_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4_terseLabel_en-US" xlink:label="lab_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trading Symbol</link:label>
    <link:label id="lab_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4_label_en-US" xlink:label="lab_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trading Symbol</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_TradingSymbol" xlink:label="loc_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4" xlink:to="lab_dei_TradingSymbol_84F029E81C29076C37FDBEC10D70F4D4" xlink:type="arc" />
    <link:label id="lab_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5_terseLabel_en-US" xlink:label="lab_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Well-known Seasoned Issuer</link:label>
    <link:label id="lab_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5_label_en-US" xlink:label="lab_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Well-known Seasoned Issuer</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityWellKnownSeasonedIssuer" xlink:label="loc_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5" xlink:to="lab_dei_EntityWellKnownSeasonedIssuer_8ED3B8C344ECFF9844BCBEC10D70FEE5" xlink:type="arc" />
    <link:label id="lab_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C_terseLabel_en-US" xlink:label="lab_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Voluntary Filers</link:label>
    <link:label id="lab_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C_label_en-US" xlink:label="lab_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Voluntary Filers</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityVoluntaryFilers" xlink:label="loc_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C" xlink:to="lab_dei_EntityVoluntaryFilers_33CA2A4B9ACBECD602B8BEC10D70B96C" xlink:type="arc" />
    <link:label id="lab_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67_terseLabel_en-US" xlink:label="lab_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Current Reporting Status</link:label>
    <link:label id="lab_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67_label_en-US" xlink:label="lab_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Current Reporting Status</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityCurrentReportingStatus" xlink:label="loc_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67" xlink:to="lab_dei_EntityCurrentReportingStatus_336F3E8F9552BE5375A6BEC10D70CE67" xlink:type="arc" />
    <link:label id="lab_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB_terseLabel_en-US" xlink:label="lab_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Emerging Growth Company</link:label>
    <link:label id="lab_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB_label_en-US" xlink:label="lab_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Emerging Growth Company</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityEmergingGrowthCompany" xlink:label="loc_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB" xlink:to="lab_dei_EntityEmergingGrowthCompany_376A442B9F7FF6F03C74BEC10E7EF3DB" xlink:type="arc" />
    <link:label id="lab_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E_terseLabel_en-US" xlink:label="lab_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Small Business</link:label>
    <link:label id="lab_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E_label_en-US" xlink:label="lab_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Small Business</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntitySmallBusiness" xlink:label="loc_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E" xlink:to="lab_dei_EntitySmallBusiness_CD7372EA1914E6BDDC29BEC13B34343E" xlink:type="arc" />
    <link:label id="lab_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E_terseLabel_en-US" xlink:label="lab_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Shell Company</link:label>
    <link:label id="lab_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E_label_en-US" xlink:label="lab_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Shell Company</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityShellCompany" xlink:label="loc_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E" xlink:to="lab_dei_EntityShellCompany_8CD2BC69C7D58E4A1498BEC1739CD67E" xlink:type="arc" />
    <link:label id="lab_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E_terseLabel_en-US" xlink:label="lab_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Public Float</link:label>
    <link:label id="lab_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E_label_en-US" xlink:label="lab_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Public Float</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityPublicFloat" xlink:label="loc_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E" xlink:to="lab_dei_EntityPublicFloat_0C5B83499EF58C8B87DDBEC10D70273E" xlink:type="arc" />
    <link:label id="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E_terseLabel_en-US" xlink:label="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross Company Benefits [Member]</link:label>
    <link:label id="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E_label_en-US" xlink:label="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gross Company Benefits [Member]</link:label>
    <link:label id="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E_documentation_en-US" xlink:label="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gross Company Benefits [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_GrossCompanyBenefitsMember" xlink:label="loc_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:to="lab_clf_GrossCompanyBenefitsMember_479E90F40E1835BBD0AAFBED8A6A852E" xlink:type="arc" />
    <link:label id="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC_terseLabel_en-US" xlink:label="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Less Medicare Subsidy [Member]</link:label>
    <link:label id="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC_label_en-US" xlink:label="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Medicare Part D Subsidy [Member]</link:label>
    <link:label id="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC_documentation_en-US" xlink:label="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Medicare Part D Subsidy</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MedicarePartDSubsidyMember" xlink:label="loc_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:to="lab_clf_MedicarePartDSubsidyMember_43D97D25111D51BDC440FBED8A6AD7AC" xlink:type="arc" />
    <link:label id="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A_terseLabel_en-US" xlink:label="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net Company Payments [Member]</link:label>
    <link:label id="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A_label_en-US" xlink:label="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Company Payments [Member]</link:label>
    <link:label id="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A_documentation_en-US" xlink:label="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Net Company Payments [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NetCompanyPaymentsMember" xlink:label="loc_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:to="lab_clf_NetCompanyPaymentsMember_07E69636FDE331388408FBED8A6A989A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">2017</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Next Twelve Months</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsNextTwelveMonths_D5C381111975CFC2EEB8FBED8A6C7DBA" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">2018</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearTwo_0B6166B187EC2163B821FBED8A6D003A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">2019</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearThree_C36CD62D3E219D13C28FFBED8A6D5B58" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">2020</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFour_9145C543C4A03B7B4A62FBED8A6D2B89" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">2021</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsYearFive_12010BD12449DA59923AFBED8A6DE1E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Five Fiscal Years Thereafter</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Future Benefit Payment, Five Fiscal Years Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedFutureBenefitPaymentsFiveFiscalYearsThereafter_FAC050DF052A37CF9C70FBED8A6E23E4" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">PROPERTY, PLANT AND EQUIPMENT</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentDisclosureTextBlock_FCE8892A6C25DB54C440FBED8CD67895" xlink:type="arc" />
    <link:label id="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF_terseLabel_en-US" xlink:label="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">BUSINESS SUMMARY AND SIGNIFICANT ACCOUNTING POLICIES</link:label>
    <link:label id="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF_label_en-US" xlink:label="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basis of Presentation and Significant Accounting Policies [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock" xlink:label="loc_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF" xlink:to="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_3393171631B2E05E2524FBED8BFD0ECF" xlink:type="arc" />
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3_terseLabel_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Closure Obligation Disclosure [Text Block]</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3_label_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental Loss Contingency And Mine Closure Obligation Disclosure [Text Block]</link:label>
    <link:label id="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3_documentation_en-US" xlink:label="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disclosures of environmental loss contingencies, such as presence of hazardous waste, relevant information from reports issued by regulators, and estimated costs to achieve compliance with regulatory requirements. Disclosures of accrued closure obligations for active or inactive mining operations that based upon contractual and legal obligations.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock" xlink:label="loc_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:to="lab_clf_EnvironmentalLossContingencyAndMineClosureObligationDisclosureTextBlock_59541AD6BB5946F29BEFFBED8B314BC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lender Name [Axis]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lender Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityAxis" xlink:label="loc_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D" xlink:to="lab_us-gaap_LineOfCreditFacilityAxis_7C328970A67C1E34F2EEC30D715AC10D" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Lender [Domain]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Lender [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityLenderDomain" xlink:label="loc_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2" xlink:to="lab_us-gaap_LineOfCreditFacilityLenderDomain_2287EB3AAD237103008FC30D715A48C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1" xlink:to="lab_us-gaap_CreditFacilityAxis_96F74FF84CA968EBCE29C30D715B07B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C" xlink:to="lab_us-gaap_CreditFacilityDomain_FDB11763DD7D2438EECEC30D71618D1C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Line of Credit Facilities [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99_label_en-US" xlink:label="lab_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Line of Credit Facilities [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock" xlink:label="loc_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99" xlink:to="lab_us-gaap_ScheduleOfLineOfCreditFacilitiesTextBlock_3367639C6C68F09B646CC30E303C4E99" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Long-Term Debt</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDebtInstrumentsTextBlock" xlink:label="loc_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB" xlink:to="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_455D65E1A17C8932A67BC3093C4D8BDB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Extinguishment of Debt [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0_label_en-US" xlink:label="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Extinguishment of Debt [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock" xlink:label="loc_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0" xlink:to="lab_us-gaap_ScheduleOfExtinguishmentOfDebtTextBlock_ED87D10FAE8E888E0E2AC3093C4DCAD0" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Maturities of Long-term Debt [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43_label_en-US" xlink:label="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Maturities of Long-term Debt [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43" xlink:to="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_E7FB4F059AEF101CFD75C3093C4D3C43" xlink:type="arc" />
    <link:label id="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0_terseLabel_en-US" xlink:label="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted Equity Grant Shares [Member]</link:label>
    <link:label id="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0_label_en-US" xlink:label="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Equity Grant Shares [Member]</link:label>
    <link:label id="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0_documentation_en-US" xlink:label="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Restricted Equity Grant Shares [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RestrictedEquityGrantSharesMember" xlink:label="loc_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:to="lab_clf_RestrictedEquityGrantSharesMember_C066291F5AB264C0C6C2FBED8C66C8B0" xlink:type="arc" />
    <link:label id="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5_terseLabel_en-US" xlink:label="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Equity Grant Shares [Member]</link:label>
    <link:label id="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5_label_en-US" xlink:label="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Equity Grant Shares [Member]</link:label>
    <link:label id="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5_documentation_en-US" xlink:label="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Deferred Equity Grant Shares [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DeferredEquityGrantSharesMember" xlink:label="loc_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:to="lab_clf_DeferredEquityGrantSharesMember_6176A665E6D9E327D721FBED8C671BA5" xlink:type="arc" />
    <link:label id="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21_terseLabel_en-US" xlink:label="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Issued During Period Shares Director Stock Award</link:label>
    <link:label id="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21_label_en-US" xlink:label="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period Shares Director Stock Award</link:label>
    <link:label id="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21_documentation_en-US" xlink:label="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Stock Issued During Period Shares Director Stock Award</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_StockIssuedDuringPeriodSharesDirectorStockAward" xlink:label="loc_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:to="lab_clf_StockIssuedDuringPeriodSharesDirectorStockAward_9F71819818B0D5FC9A72FBED8C6ACB21" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_E547B4A2492170090071FBED8EA64D3F_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_E547B4A2492170090071FBED8EA64D3F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Funded (Unfunded) Status of Plan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFundedStatusOfPlan" xlink:label="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_E547B4A2492170090071FBED8EA64D3F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_E547B4A2492170090071FBED8EA64D3F" xlink:to="lab_us-gaap_DefinedBenefitPlanFundedStatusOfPlan_E547B4A2492170090071FBED8EA64D3F" xlink:type="arc" />
    <link:label id="lab_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144_terseLabel_en-US" xlink:label="lab_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trade Accounts Receivable [Member]</link:label>
    <link:label id="lab_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144_label_en-US" xlink:label="lab_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trade Accounts Receivable [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TradeAccountsReceivableMember" xlink:label="loc_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144" xlink:to="lab_us-gaap_TradeAccountsReceivableMember_D25D6688D42CD086A548FBED8C520144" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative [Member]</link:label>
    <link:label id="lab_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D_label_en-US" xlink:label="lab_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeMember" xlink:label="loc_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D" xlink:to="lab_us-gaap_DerivativeMember_DB832EC8FFD3F7D32E99FBED8C52339D" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Axis]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionAxis" xlink:label="loc_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1" xlink:to="lab_us-gaap_RelatedPartyTransactionAxis_AEEE7D2F86A131B57ABCFBED8C53BEA1" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Domain]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionDomain" xlink:label="loc_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A" xlink:to="lab_us-gaap_RelatedPartyTransactionDomain_780A3E5FCD054768C0CEFBED8C53FA5A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826_terseLabel_en-US" xlink:label="lab_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due from Related Parties, Current</link:label>
    <link:label id="lab_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826_label_en-US" xlink:label="lab_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Due from Related Parties, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DueFromRelatedPartiesCurrent" xlink:label="loc_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826" xlink:to="lab_us-gaap_DueFromRelatedPartiesCurrent_530BD668105F01C0FC31FBED8C54E826" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_E4E2E82955FE80E06899FBED8C54DE27_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_E4E2E82955FE80E06899FBED8C54DE27" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Short-term Notes Payable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShortTermNonBankLoansAndNotesPayable" xlink:label="loc_us-gaap_ShortTermNonBankLoansAndNotesPayable_E4E2E82955FE80E06899FBED8C54DE27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortTermNonBankLoansAndNotesPayable_E4E2E82955FE80E06899FBED8C54DE27" xlink:to="lab_us-gaap_ShortTermNonBankLoansAndNotesPayable_E4E2E82955FE80E06899FBED8C54DE27" xlink:type="arc" />
    <link:label id="lab_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Due to Related Parties, Current</link:label>
    <link:label id="lab_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64_label_en-US" xlink:label="lab_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Due to Related Parties, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DueToRelatedPartiesCurrent" xlink:label="loc_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64" xlink:to="lab_us-gaap_DueToRelatedPartiesCurrent_766D983CD56D7F9B7F89FBED8C54FE64" xlink:type="arc" />
    <link:label id="lab_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Due to Related Parties, Noncurrent</link:label>
    <link:label id="lab_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F_label_en-US" xlink:label="lab_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Due to Related Parties, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DueToRelatedPartiesNoncurrent" xlink:label="loc_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F" xlink:to="lab_us-gaap_DueToRelatedPartiesNoncurrent_BD50964BDE3B6035F0DEFBED8C54E50F" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related Party Transaction, Due from (to) Related Party</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction, Due from (to) Related Party</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionDueFromToRelatedParty" xlink:label="loc_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6" xlink:to="lab_us-gaap_RelatedPartyTransactionDueFromToRelatedParty_F769F7B195CF18FCC567FBED8C54A0D6" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueInputsLevel1Member_9EBE2F28EE361E27027CFBED8EBB53BE_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel1Member_9EBE2F28EE361E27027CFBED8EBB53BE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Quoted Prices in Active Markets for Identical Assets/Liabilities (Level 1) [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel1Member" xlink:label="loc_us-gaap_FairValueInputsLevel1Member_9EBE2F28EE361E27027CFBED8EBB53BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel1Member_9EBE2F28EE361E27027CFBED8EBB53BE" xlink:to="lab_us-gaap_FairValueInputsLevel1Member_9EBE2F28EE361E27027CFBED8EBB53BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueInputsLevel3Member_5AA4F3F4A8BA6A2AA0FEFBED8EBB7921_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel3Member_5AA4F3F4A8BA6A2AA0FEFBED8EBB7921" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Significant Unobservable Inputs (Level 3) [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel3Member" xlink:label="loc_us-gaap_FairValueInputsLevel3Member_5AA4F3F4A8BA6A2AA0FEFBED8EBB7921" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel3Member_5AA4F3F4A8BA6A2AA0FEFBED8EBB7921" xlink:to="lab_us-gaap_FairValueInputsLevel3Member_5AA4F3F4A8BA6A2AA0FEFBED8EBB7921" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_8FBD008554F12E798035FBED8EBE7750_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember_8FBD008554F12E798035FBED8EBE7750" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment Type Categorization [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeCategorizationMember" xlink:label="loc_us-gaap_InvestmentTypeCategorizationMember_8FBD008554F12E798035FBED8EBE7750" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeCategorizationMember_8FBD008554F12E798035FBED8EBE7750" xlink:to="lab_us-gaap_InvestmentTypeCategorizationMember_8FBD008554F12E798035FBED8EBE7750" xlink:type="arc" />
    <link:label id="lab_us-gaap_QuarterlyFinancialInformationDisclosureAbstract_29C4CD7A21D3A10D72DBFBED8BF13F17_label_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialInformationDisclosureAbstract_29C4CD7A21D3A10D72DBFBED8BF13F17" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Financial Information Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_QuarterlyFinancialInformationDisclosureAbstract" xlink:label="loc_us-gaap_QuarterlyFinancialInformationDisclosureAbstract_29C4CD7A21D3A10D72DBFBED8BF13F17" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_QuarterlyFinancialInformationDisclosureAbstract_29C4CD7A21D3A10D72DBFBED8BF13F17" xlink:to="lab_us-gaap_QuarterlyFinancialInformationDisclosureAbstract_29C4CD7A21D3A10D72DBFBED8BF13F17" xlink:type="arc" />
    <link:label id="lab_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB_terseLabel_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quarterly Financial Information [Text Block]</link:label>
    <link:label id="lab_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB_label_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Financial Information [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_QuarterlyFinancialInformationTextBlock" xlink:label="loc_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB" xlink:to="lab_us-gaap_QuarterlyFinancialInformationTextBlock_6DD04CDB1C744813A3BCFBED8BF145FB" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Compensation and Benefits, Pensions</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Compensation and Benefits, Pensions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490" xlink:to="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions_AB22E21674D5D9816DF4C4165ABAC490" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Compensation and Benefits, Postretirement Benefits</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Compensation and Benefits, Postretirement Benefits</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18" xlink:to="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPostretirementBenefits_B8EE5F8469F77B9C0DB9C4165ABAFA18" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Deferred Income</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Deferred Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsDeferredIncome" xlink:label="loc_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183" xlink:to="lab_us-gaap_DeferredTaxAssetsDeferredIncome_F968F54C0D51A82E27CAC4165ABAE183" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Goodwill and Intangible Assets</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Goodwill and Intangible Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets" xlink:label="loc_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1" xlink:to="lab_us-gaap_DeferredTaxAssetsGoodwillAndIntangibleAssets_F7CE99EEFF0221754615C4165ABA3EB1" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Operating Loss Carryforwards</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsOperatingLossCarryforwards" xlink:label="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F" xlink:to="lab_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_6172F8CA21ED55CEBFF1C4165ABAB62F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Property, Plant and Equipment</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Property, Plant and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment" xlink:label="loc_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F" xlink:to="lab_us-gaap_DeferredTaxAssetsPropertyPlantAndEquipment_496DF9AED771771CF616C4165ABA855F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, State Taxes</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, State Taxes</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsStateTaxes" xlink:label="loc_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F" xlink:to="lab_us-gaap_DeferredTaxAssetsStateTaxes_FF3EB2DB3CA1257D69CAC4165ABA0E6F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Reserves and Accruals, Other</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Reserves and Accruals, Other</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203" xlink:to="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsOther_A20A48D312F3989FC4E1C4165ABAE203" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Gross</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsGross" xlink:label="loc_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58" xlink:to="lab_us-gaap_DeferredTaxAssetsGross_B0EF55C2C92D4EAE4AB2C4165ABA6E58" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Valuation Allowance</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Valuation Allowance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsValuationAllowance" xlink:label="loc_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14" xlink:to="lab_us-gaap_DeferredTaxAssetsValuationAllowance_58A7DF06D4D204F7E53FC4165ABACA14" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Net of Valuation Allowance</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Net of Valuation Allowance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsNet" xlink:label="loc_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5" xlink:to="lab_us-gaap_DeferredTaxAssetsNet_FEA2B215D4CE4D704332C4165ABAD1D5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Property, Plant and Equipment</link:label>
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59_label_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Property, Plant and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment" xlink:label="loc_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59" xlink:to="lab_us-gaap_DeferredTaxLiabilitiesPropertyPlantAndEquipment_1E2B1E684610C7030390C4165ABA8B59" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities Investment In Ventures</link:label>
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931_label_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxLiabilitiesInvestments" xlink:label="loc_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931" xlink:to="lab_us-gaap_DeferredTaxLiabilitiesInvestments_F52E45ACE12DD233DADCC458425FF931" xlink:type="arc" />
    <link:label id="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_7C987A636F5560873BE5C4165ABA0E9B_negatedLabel_en-US" xlink:label="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_7C987A636F5560873BE5C4165ABA0E9B" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Intercompany Notes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DeferredTaxLiabilitiesIntercompanyNotes" xlink:label="loc_clf_DeferredTaxLiabilitiesIntercompanyNotes_7C987A636F5560873BE5C4165ABA0E9B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DeferredTaxLiabilitiesIntercompanyNotes_7C987A636F5560873BE5C4165ABA0E9B" xlink:to="lab_clf_DeferredTaxLiabilitiesIntercompanyNotes_7C987A636F5560873BE5C4165ABA0E9B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities Other Assets</link:label>
    <link:label id="lab_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25_label_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Other</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxLiabilitiesOther" xlink:label="loc_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25" xlink:to="lab_us-gaap_DeferredTaxLiabilitiesOther_C620B6AD0A439CE84F7CC4596AB07B25" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Net</link:label>
    <link:label id="lab_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8_label_en-US" xlink:label="lab_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Liabilities, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxLiabilities" xlink:label="loc_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8" xlink:to="lab_us-gaap_DeferredTaxLiabilities_8C3939764CC3993E443AC4165ABADFD8" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Net</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredTaxAssetsLiabilitiesNet" xlink:label="loc_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C" xlink:to="lab_us-gaap_DeferredTaxAssetsLiabilitiesNet_385F15D5F402D5769F66C4165ABA9D2C" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryDisclosureAbstract_2A4C0E03B8B7779EDA8AFBED8C1BBDE7_label_en-US" xlink:label="lab_us-gaap_InventoryDisclosureAbstract_2A4C0E03B8B7779EDA8AFBED8C1BBDE7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryDisclosureAbstract" xlink:label="loc_us-gaap_InventoryDisclosureAbstract_2A4C0E03B8B7779EDA8AFBED8C1BBDE7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryDisclosureAbstract_2A4C0E03B8B7779EDA8AFBED8C1BBDE7" xlink:to="lab_us-gaap_InventoryDisclosureAbstract_2A4C0E03B8B7779EDA8AFBED8C1BBDE7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Inventories</link:label>
    <link:label id="lab_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Inventory, Current [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfInventoryCurrentTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7" xlink:to="lab_us-gaap_ScheduleOfInventoryCurrentTableTextBlock_1D47847D096FD7F4E6C4FBED8C1B66E7" xlink:type="arc" />
    <link:label id="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_7FD9FEBA4F9BE28748C29EC477BFF687_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_7FD9FEBA4F9BE28748C29EC477BFF687" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements and Changes in Accounting Principles [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract" xlink:label="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_7FD9FEBA4F9BE28748C29EC477BFF687" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_7FD9FEBA4F9BE28748C29EC477BFF687" xlink:to="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_7FD9FEBA4F9BE28748C29EC477BFF687" xlink:type="arc" />
    <link:label id="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">NEW ACCOUNTING STANDARDS</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements and Changes in Accounting Principles [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock" xlink:label="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24" xlink:to="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_2FDAA191A36FF3630FC09EC477C29B24" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement, Balance Sheet and Additional Disclosures by Disposal Groups, Including Discontinued Operations [Table]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8_label_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Groups, Including Discontinued Operations [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable" xlink:label="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8" xlink:to="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_8E5AB4C53D8573FCA2EAC842CD45CBC8" xlink:type="arc" />
    <link:label id="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB_terseLabel_en-US" xlink:label="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wabush Scully Mine Sale [Member]</link:label>
    <link:label id="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB_label_en-US" xlink:label="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Wabush Scully Mine Sale [Member]</link:label>
    <link:label id="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB_documentation_en-US" xlink:label="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Wabush Scully Mine Sale [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_WabushScullyMineSaleMember" xlink:label="loc_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:to="lab_clf_WabushScullyMineSaleMember_95A504059B873D51026FC842CD47BADB" xlink:type="arc" />
    <link:label id="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A_terseLabel_en-US" xlink:label="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset group [Axis]</link:label>
    <link:label id="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A_label_en-US" xlink:label="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset group [Axis]</link:label>
    <link:label id="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A_documentation_en-US" xlink:label="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Asset group [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AssetgroupAxis" xlink:label="loc_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:to="lab_clf_AssetgroupAxis_C99EB6EE663A2BDEB7BEC842CD48048A" xlink:type="arc" />
    <link:label id="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D_terseLabel_en-US" xlink:label="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset group [Domain]</link:label>
    <link:label id="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D_label_en-US" xlink:label="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset group [Domain]</link:label>
    <link:label id="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D_documentation_en-US" xlink:label="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Asset group [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AssetgroupDomain" xlink:label="loc_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:to="lab_clf_AssetgroupDomain_347A9A42A2BB9FC6E4D1C842CD487F8D" xlink:type="arc" />
    <link:label id="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4_terseLabel_en-US" xlink:label="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Canadian Entities [Member]</link:label>
    <link:label id="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4_label_en-US" xlink:label="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Canadian Entities [Member]</link:label>
    <link:label id="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4_documentation_en-US" xlink:label="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Canadian Entities [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CanadianEntitiesMember" xlink:label="loc_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:to="lab_clf_CanadianEntitiesMember_A27B77AA3428DFCDFF99C842CD4A1CC4" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement, Balance Sheet and Additional Disclosures by Disposal Groups, Including Discontinued Operations [Line Items]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D_label_en-US" xlink:label="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement, Balance Sheet and Additional Disclosures by Disposal Groups, Including Discontinued Operations [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems" xlink:label="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D" xlink:to="lab_us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_D66EABD0CD1E03D7A599C842CD4BA58D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Foreign Currency Translation Gains (Losses)</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Foreign Currency Translation Gains (Losses)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationForeignCurrencyTranslationGainsLosses_43243C69084DAA07C67BC842CD4BB3E5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_2F61AD36D139B629907DC842CD4BFC31_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_2F61AD36D139B629907DC842CD4BFC31" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Income tax benefit (expense)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation" xlink:label="loc_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_2F61AD36D139B629907DC842CD4BFC31" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_2F61AD36D139B629907DC842CD4BFC31" xlink:to="lab_us-gaap_DiscontinuedOperationTaxEffectOfDiscontinuedOperation_2F61AD36D139B629907DC842CD4BFC31" xlink:type="arc" />
    <link:label id="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0_terseLabel_en-US" xlink:label="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash Contribution</link:label>
    <link:label id="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0_label_en-US" xlink:label="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash Contribution</link:label>
    <link:label id="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0_documentation_en-US" xlink:label="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cash Contribution</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CashContribution" xlink:label="loc_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:to="lab_clf_CashContribution_53B7A1EB836516647435C842CD4B8AC0" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8_terseLabel_en-US" xlink:label="lab_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost Method Investments</link:label>
    <link:label id="lab_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8_label_en-US" xlink:label="lab_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostMethodInvestments" xlink:label="loc_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8" xlink:to="lab_us-gaap_CostMethodInvestments_C2E0F0FF78631B80BECDC842CD4C26E8" xlink:type="arc" />
    <link:label id="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5_terseLabel_en-US" xlink:label="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent Liabilities recognized in Consolidated Financials</link:label>
    <link:label id="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5_label_en-US" xlink:label="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contingent Liabilities recognized in Consolidated Financials</link:label>
    <link:label id="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5_documentation_en-US" xlink:label="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contingent Liabilities recognized in Consolidated Financials</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials" xlink:label="loc_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:to="lab_clf_ContingentLiabilitiesrecognizedinConsolidatedFinancials_7A8385D8EA20B687EED7C842CD4C7FB5" xlink:type="arc" />
    <link:label id="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515_terseLabel_en-US" xlink:label="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-term loan receivable</link:label>
    <link:label id="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515_label_en-US" xlink:label="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term loan receivable</link:label>
    <link:label id="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515_documentation_en-US" xlink:label="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Short-term loan receivable</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Shorttermloanreceivable" xlink:label="loc_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:to="lab_clf_Shorttermloanreceivable_632346B69EFB8ED033E7C842CD4CF515" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2_terseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Accretion Expense</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Accretion Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligationAccretionExpense" xlink:label="loc_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2" xlink:to="lab_us-gaap_AssetRetirementObligationAccretionExpense_C8B91D07E6AA58DFD8F0C4ACD25C43D2" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Liabilities Settled</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Liabilities Settled</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligationLiabilitiesSettled" xlink:label="loc_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF" xlink:to="lab_us-gaap_AssetRetirementObligationLiabilitiesSettled_8B752BB2309D40ED375EC4ACD25C82EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4_terseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Revision of Estimate</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Revision of Estimate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligationRevisionOfEstimate" xlink:label="loc_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4" xlink:to="lab_us-gaap_AssetRetirementObligationRevisionOfEstimate_38BA4EE0707BB713FDE8C4ACD25CF6C4" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34_terseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34_label_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Retirement Obligation, Roll Forward Analysis [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward" xlink:label="loc_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34" xlink:to="lab_us-gaap_AssetRetirementObligationRollForwardAnalysisRollForward_837EC1352FDE060E4CE6C4ACD25D0E34" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F_verboseLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">PENSIONS AND OTHER POSTRETIREMENT BENEFITS</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pension and Other Postretirement Benefits Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock" xlink:label="loc_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F" xlink:to="lab_us-gaap_PensionAndOtherPostretirementBenefitsDisclosureTextBlock_B4551DCD92E8BADAE2B4FBED8CD8B34F" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory, Current [Table]</link:label>
    <link:label id="lab_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E_label_en-US" xlink:label="lab_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Current [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryCurrentTable" xlink:label="loc_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E" xlink:to="lab_us-gaap_InventoryCurrentTable_EC95D362BCF0E2E72880A721925A3D5E" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory [Line Items]</link:label>
    <link:label id="lab_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477_label_en-US" xlink:label="lab_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryLineItems" xlink:label="loc_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477" xlink:to="lab_us-gaap_InventoryLineItems_2C5107A06AADB9ECAA96A721926AD477" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory, Net [Abstract]</link:label>
    <link:label id="lab_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598_label_en-US" xlink:label="lab_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Net [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryNetAbstract" xlink:label="loc_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598" xlink:to="lab_us-gaap_InventoryNetAbstract_40C0633C634B2C41B4C7A721926AE598" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finished Goods</link:label>
    <link:label id="lab_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE_label_en-US" xlink:label="lab_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Finished Goods, Net of Reserves</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryFinishedGoodsNetOfReserves" xlink:label="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE" xlink:to="lab_us-gaap_InventoryFinishedGoodsNetOfReserves_AFBCEC12BD634B5A8612A721926AD0CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Work-in-Process</link:label>
    <link:label id="lab_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72_label_en-US" xlink:label="lab_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, Work in Process, Net of Reserves</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryWorkInProcessNetOfReserves" xlink:label="loc_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72" xlink:to="lab_us-gaap_InventoryWorkInProcessNetOfReserves_023AB042F26A5070F76FA721926A6D72" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryNet_895093D4B6AF7E9CC1CCA721926A57E7_totalLabel_en-US" xlink:label="lab_us-gaap_InventoryNet_895093D4B6AF7E9CC1CCA721926A57E7" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total Inventories</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryNet" xlink:label="loc_us-gaap_InventoryNet_895093D4B6AF7E9CC1CCA721926A57E7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryNet_895093D4B6AF7E9CC1CCA721926A57E7" xlink:to="lab_us-gaap_InventoryNet_895093D4B6AF7E9CC1CCA721926A57E7" xlink:type="arc" />
    <link:label id="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4_terseLabel_en-US" xlink:label="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Table]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4_label_en-US" xlink:label="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Table]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4_documentation_en-US" xlink:label="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PreTaxExitCostsTable" xlink:label="loc_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:to="lab_clf_PreTaxExitCostsTable_5C2C78F65F18EA905A00C2F4DAD7E2C4" xlink:type="arc" />
    <link:label id="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3_terseLabel_en-US" xlink:label="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Line Items]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3_label_en-US" xlink:label="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PreTax Exit Costs [Line Items]</link:label>
    <link:label id="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3_documentation_en-US" xlink:label="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Line Items] for PreTax Exit Costs [Table]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PreTaxExitCostsLineItems" xlink:label="loc_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:to="lab_clf_PreTaxExitCostsLineItems_D212DB93B34B6FD17653C2F4DAD855E3" xlink:type="arc" />
    <link:label id="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65_terseLabel_en-US" xlink:label="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment impairment on deconsolidation</link:label>
    <link:label id="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65_label_en-US" xlink:label="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Impairment of Deconsolidation</link:label>
    <link:label id="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65_documentation_en-US" xlink:label="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Investment Impairment of Deconsolidation</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InvestmentImpairmentofDeconsolidation" xlink:label="loc_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:to="lab_clf_InvestmentImpairmentofDeconsolidation_FA7DFE30245D3EDF7DF0C2F4DAD83B65" xlink:type="arc" />
    <link:label id="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD_terseLabel_en-US" xlink:label="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Guarantees and contingent liabilities</link:label>
    <link:label id="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD_label_en-US" xlink:label="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contingent Liabilities of Deconsolidated Entities</link:label>
    <link:label id="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD_documentation_en-US" xlink:label="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contingent Liabilities of Deconsolidated Entities</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ContingentLiabilitiesofDeconsolidatedEntities" xlink:label="loc_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:to="lab_clf_ContingentLiabilitiesofDeconsolidatedEntities_5D09121354F5B08BC530C2F4DAD98BCD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63_verboseLabel_en-US" xlink:label="lab_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total loss from deconsolidation</link:label>
    <link:label id="lab_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63_label_en-US" xlink:label="lab_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deconsolidation, Gain (Loss), Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeconsolidationGainOrLossAmount" xlink:label="loc_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63" xlink:to="lab_us-gaap_DeconsolidationGainOrLossAmount_D42A0DD8A482A185684BC2F4DAD9EE63" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventory, LIFO Reserve</link:label>
    <link:label id="lab_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608_label_en-US" xlink:label="lab_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory, LIFO Reserve</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryLIFOReserve" xlink:label="loc_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608" xlink:to="lab_us-gaap_InventoryLIFOReserve_F87D1DB73E93D40569FEC33384D84608" xlink:type="arc" />
    <link:label id="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9_terseLabel_en-US" xlink:label="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of Goods Sold</link:label>
    <link:label id="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9_label_en-US" xlink:label="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effect of inventory reduction</link:label>
    <link:label id="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9_documentation_en-US" xlink:label="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Effect of inventory reduction</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Effectofinventoryreduction" xlink:label="loc_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:to="lab_clf_Effectofinventoryreduction_8CD07AB8E4FA53EC8C44C33384D8FCC9" xlink:type="arc" />
    <link:label id="lab_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF_terseLabel_en-US" xlink:label="lab_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in Inventories</link:label>
    <link:label id="lab_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF_label_en-US" xlink:label="lab_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LIFO Inventory Related Text</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LIFOInventoryRelatedText" xlink:label="loc_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF" xlink:to="lab_us-gaap_LIFOInventoryRelatedText_7D52D9904E40CED2D63CC33384D814CF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Defined benefit pension plans</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Net Periodic Benefit Cost (Credit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost" xlink:label="loc_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6" xlink:to="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_A6BCFD032D0BCB75DC549F5F7F34CCF6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined contribution pension plans</link:label>
    <link:label id="lab_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835_label_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Contribution Plan, Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanCostRecognized" xlink:label="loc_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835" xlink:to="lab_us-gaap_DefinedContributionPlanCostRecognized_2AFC91192F769DFBDCCC9F5F7F351835" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9_terseLabel_en-US" xlink:label="lab_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Postretirement Benefits Cost (Reversal of Cost)</link:label>
    <link:label id="lab_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9_label_en-US" xlink:label="lab_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Postretirement Benefits Cost (Reversal of Cost)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherPostretirementBenefitExpense" xlink:label="loc_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9" xlink:to="lab_us-gaap_OtherPostretirementBenefitExpense_63A246E9CFBD22F081B79F5F7F3515B9" xlink:type="arc" />
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896_totalLabel_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total</link:label>
    <link:label id="lab_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896_label_en-US" xlink:label="lab_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pension and Other Postretirement Benefits Cost (Reversal of Cost)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PensionAndOtherPostretirementBenefitExpense" xlink:label="loc_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896" xlink:to="lab_us-gaap_PensionAndOtherPostretirementBenefitExpense_75EABFA8F78EF760F7719F5F7F35D896" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-average asset allocation</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Actual Allocation, Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations" xlink:label="loc_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C" xlink:to="lab_us-gaap_DefinedBenefitPlanWeightedAverageAssetAllocations_2C7CAC71C380C128BAE2FBED8DE7EF6C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Target Allocation, Percentage</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Target Allocation, Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage" xlink:label="loc_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A" xlink:to="lab_us-gaap_DefinedBenefitPlanPlanAssetsTargetAllocationPercentage_88F8E6F745D1ABC0013CFBED8DE73C8A" xlink:type="arc" />
    <link:label id="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518_terseLabel_en-US" xlink:label="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Region Reporting Information, by Region [Axis]</link:label>
    <link:label id="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518_label_en-US" xlink:label="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Region Reporting Information By Region [Axis]</link:label>
    <link:label id="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518_documentation_en-US" xlink:label="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disclosure of profit or loss, total assets for each reportable region, and a description of the types of products and services for each reportable region.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RegionReportingInformationByRegionAxis" xlink:label="loc_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:to="lab_clf_RegionReportingInformationByRegionAxis_E982EA87C6314D3161ECFBED8E9E0518" xlink:type="arc" />
    <link:label id="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497_terseLabel_en-US" xlink:label="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reporting Region [Domain]</link:label>
    <link:label id="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497_label_en-US" xlink:label="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reporting Region [Domain]</link:label>
    <link:label id="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497_documentation_en-US" xlink:label="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reporting Region [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReportingRegionDomain" xlink:label="loc_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:to="lab_clf_ReportingRegionDomain_C5686688EA01D27515DDFBED8E9EF497" xlink:type="arc" />
    <link:label id="lab_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred Class A [Member]</link:label>
    <link:label id="lab_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8_label_en-US" xlink:label="lab_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Class A [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredClassAMember" xlink:label="loc_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8" xlink:to="lab_us-gaap_PreferredClassAMember_27B82CF5179FEF90577AC8557D2D05E8" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_7BC753A8C5F9512D4C07C8557D2D2C58_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_7BC753A8C5F9512D4C07C8557D2D2C58" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Net of Tax, Including Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_7BC753A8C5F9512D4C07C8557D2D2C58" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_7BC753A8C5F9512D4C07C8557D2D2C58" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_7BC753A8C5F9512D4C07C8557D2D2C58" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Net of Tax, Attributable to Noncontrolling Interest</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Net of Tax, Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsAttributableToNoncontrollingEntity_C254371DB2148806113DC8557D2D117D" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations Attributable to Parent</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations, Net of Tax, Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperations" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperations_2F411D0CB9756F2DBDB7C8557D2D48C7" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_28672A6C483033E2D4A8C8557D2D4155_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_28672A6C483033E2D4A8C8557D2D4155" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM DISCONTINUED OPERATIONS, net of tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_28672A6C483033E2D4A8C8557D2D4155" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_28672A6C483033E2D4A8C8557D2D4155" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToReportingEntity_28672A6C483033E2D4A8C8557D2D4155" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_2F5EE6AB58C2A8979A90C8557D2DDDB0_terseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_2F5EE6AB58C2A8979A90C8557D2DDDB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net income attributable to Cliffs shareholders</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_2F5EE6AB58C2A8979A90C8557D2DDDB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_2F5EE6AB58C2A8979A90C8557D2DDDB0" xlink:to="lab_us-gaap_NetIncomeLoss_2F5EE6AB58C2A8979A90C8557D2DDDB0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1_terseLabel_en-US" xlink:label="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Antidilutive Securities Excluded from Computation of Earnings Per Share, Amount</link:label>
    <link:label id="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1_label_en-US" xlink:label="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Antidilutive Securities Excluded from Computation of Earnings Per Share, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount" xlink:label="loc_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1" xlink:to="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_B2E26D992E55DD9645E5C8557D2D52F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Taxes Paid</link:label>
    <link:label id="lab_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15_label_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Taxes Paid</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxesPaid" xlink:label="loc_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15" xlink:to="lab_us-gaap_IncomeTaxesPaid_709132E93E1D01D7804EC473600C2C15" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from Income Tax Refunds</link:label>
    <link:label id="lab_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B_label_en-US" xlink:label="lab_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Income Tax Refunds</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIncomeTaxRefunds" xlink:label="loc_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B" xlink:to="lab_us-gaap_ProceedsFromIncomeTaxRefunds_1BA59B466F268BA8FCC8C473600CC32B" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Paid, Including Capitalized Interest, Operating and Investing Activities</link:label>
    <link:label id="lab_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9_label_en-US" xlink:label="lab_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Paid, Excluding Capitalized Interest, Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPaidNet" xlink:label="loc_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9" xlink:to="lab_us-gaap_InterestPaidNet_45E07E9A20D5EF6A1FDFC541141A72F9" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table]</link:label>
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274_label_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByBalanceSheetGroupingTable" xlink:label="loc_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274" xlink:to="lab_us-gaap_FairValueByBalanceSheetGroupingTable_2C499ADC4E36DBF8AFB5FBED8C154274" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6_label_en-US" xlink:label="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems" xlink:label="loc_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6" xlink:to="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_166326BAB8119ACAEA2CFBED8C17EBB6" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assets:</link:label>
    <link:label id="lab_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F_label_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Fair Value Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsFairValueDisclosureAbstract" xlink:label="loc_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F" xlink:to="lab_us-gaap_AssetsFairValueDisclosureAbstract_D3C19A67B453CAB8EC44FBED8C178B9F" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsFairValueDisclosure" xlink:label="loc_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546" xlink:to="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_AC6B04807F7170BF76D6FBED8C175546" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Asset</link:label>
    <link:label id="lab_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D_label_en-US" xlink:label="lab_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeAssets" xlink:label="loc_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D" xlink:to="lab_us-gaap_DerivativeAssets_75559700309905175145FBED8C18182D" xlink:type="arc" />
    <link:label id="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C_terseLabel_en-US" xlink:label="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Asset</link:label>
    <link:label id="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C_label_en-US" xlink:label="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total Asset</link:label>
    <link:label id="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C_documentation_en-US" xlink:label="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total Asset</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TotalAsset" xlink:label="loc_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:to="lab_clf_TotalAsset_26EE926ABBB5E2E89178FBED8C18497C" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liabilities:</link:label>
    <link:label id="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411_label_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities, Fair Value Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesFairValueDisclosureAbstract" xlink:label="loc_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411" xlink:to="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_2535C54CE86AFFD84CD1FBED8C185411" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Liability</link:label>
    <link:label id="lab_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF_label_en-US" xlink:label="lab_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeLiabilities" xlink:label="loc_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF" xlink:to="lab_us-gaap_DerivativeLiabilities_91C01F6439A79109A55CFBED8C180BFF" xlink:type="arc" />
    <link:label id="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E_terseLabel_en-US" xlink:label="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Liability</link:label>
    <link:label id="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E_label_en-US" xlink:label="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total Liability</link:label>
    <link:label id="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E_documentation_en-US" xlink:label="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total Liability</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TotalLiability" xlink:label="loc_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:to="lab_clf_TotalLiability_53A03B3A5295E27C56BAFBED8C19392E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Table]</link:label>
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38_label_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable" xlink:label="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38" xlink:to="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeTable_0FFDBE3BD4FA08646FBFC473601B4E38" xlink:type="arc" />
    <link:label id="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06_terseLabel_en-US" xlink:label="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">T-Lock Amortization [Member]</link:label>
    <link:label id="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06_label_en-US" xlink:label="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">T-Lock Amortization [Member]</link:label>
    <link:label id="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06_documentation_en-US" xlink:label="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">T-Lock Amortization [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_TLockAmortizationMember" xlink:label="loc_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:to="lab_clf_TLockAmortizationMember_239BEE260048D6C1F816C473601B8F06" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7_terseLabel_en-US" xlink:label="lab_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Australian Hedge Contracts [Member]</link:label>
    <link:label id="lab_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7_label_en-US" xlink:label="lab_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commodity [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommodityMember" xlink:label="loc_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7" xlink:to="lab_us-gaap_CommodityMember_A42B6EBAD259EB442FCCC525B4BE1FD7" xlink:type="arc" />
    <link:label id="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489_terseLabel_en-US" xlink:label="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Currency Translation Adjustment [Member]</link:label>
    <link:label id="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489_label_en-US" xlink:label="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Translation Adjustment [Member]</link:label>
    <link:label id="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489_documentation_en-US" xlink:label="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Foreign Currency Translation Adjustment [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ForeignCurrencyTranslationAdjustmentMember" xlink:label="loc_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:to="lab_clf_ForeignCurrencyTranslationAdjustmentMember_6B166E98521F84489576C473601B8489" xlink:type="arc" />
    <link:label id="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89_terseLabel_en-US" xlink:label="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Realized Gain Loss On Derivatives [Member]</link:label>
    <link:label id="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89_label_en-US" xlink:label="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Realized Gain Loss On Derivatives [Member]</link:label>
    <link:label id="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89_documentation_en-US" xlink:label="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gains and losses realized and included in earnings.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RealizedGainLossOnDerivativesMember" xlink:label="loc_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:to="lab_clf_RealizedGainLossOnDerivativesMember_A60D36E4A623ABCC8629C473601BBA89" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Axis]</link:label>
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7_label_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis" xlink:label="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7" xlink:to="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeAxis_C1F2843C56227D7F5999C473601B21B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Domain]</link:label>
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB_label_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain" xlink:label="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB" xlink:to="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeDomain_1F1807B57CF434D8F1E4C473601B7ADB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Member]</link:label>
    <link:label id="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E_label_en-US" xlink:label="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification out of Accumulated Other Comprehensive Income [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember" xlink:label="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E" xlink:to="lab_us-gaap_ReclassificationOutOfAccumulatedOtherComprehensiveIncomeMember_CC8855A3D2D8C4A5429FC473601BE18E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE_terseLabel_en-US" xlink:label="lab_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassification Adjustment out of Accumulated Other Comprehensive Income on Derivatives [Line Items]</link:label>
    <link:label id="lab_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE_label_en-US" xlink:label="lab_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification Adjustment out of Accumulated Other Comprehensive Income on Derivatives [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems" xlink:label="loc_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE" xlink:to="lab_us-gaap_ReclassificationAdjustmentOutOfAccumulatedOtherComprehensiveIncomeOnDerivativesLineItems_E78B2F4FBD168E6000B2C473601BD9AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F_negatedLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Amortization of prior service (cost) credit</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amortization of Prior Service Cost (Credit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit" xlink:label="loc_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F" xlink:to="lab_us-gaap_DefinedBenefitPlanAmortizationOfPriorServiceCostCredit_9C4997CBB0F19FFFECD4C473601BE52F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amortization of Gain (Loss)</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amortization of Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses" xlink:label="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062" xlink:to="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_A9C3163D5E11E151050DC473601B4062" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Defined Benefit Plan, Gain (Loss), Reclassification Adjustment from AOCI, after Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Defined Benefit Plan, Gain (Loss), Reclassification Adjustment from AOCI, after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossReclassificationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetGainLossNetOfTax_7F0BC4B6CB0DA501748BC473601BCE27" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Unrealized Gain (Loss) on Derivatives Arising During Period, before Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Unrealized Gain (Loss) on Derivatives Arising During Period, before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F" xlink:to="lab_us-gaap_OtherComprehensiveIncomeUnrealizedGainLossOnDerivativesArisingDuringPeriodBeforeTax_2E706579C78294720C97C473602B512F" xlink:type="arc" />
    <link:label id="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC_terseLabel_en-US" xlink:label="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TaxOnDerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoEarnings</link:label>
    <link:label id="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC_label_en-US" xlink:label="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">TaxOnDerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoEarnings</link:label>
    <link:label id="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC_documentation_en-US" xlink:label="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tax On Derivative Instruments Gain Loss Reclassified From Accumulated OCI Into Earnings</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings" xlink:label="loc_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:to="lab_clf_Taxonderivativeinstrumentsgainlossreclassifiedfromaccumulatedociintoearnings_4B6374E0EDAA72804D0AC473602BEFFC" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Transaction and Translation Gain (Loss) Arising During Period, Net of Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Transaction and Translation Gain (Loss) Arising During Period, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087" xlink:to="lab_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationGainLossArisingDuringPeriodNetOfTax_14D7F3A2CE37D689FD26C473602B5087" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instruments, Gain (Loss) Reclassified from Accumulated OCI into Income, Effective Portion, Net</link:label>
    <link:label id="lab_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A_label_en-US" xlink:label="lab_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Instruments, Gain (Loss) Reclassified from Accumulated OCI into Income, Effective Portion, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet" xlink:label="loc_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A" xlink:to="lab_us-gaap_DerivativeInstrumentsGainLossReclassifiedFromAccumulatedOCIIntoIncomeEffectivePortionNet_1EC17D2B3E1E36E744E2C473602B078A" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Transaction and Translation Adjustment, before Tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Transaction and Translation Adjustment, before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentBeforeTax_83386482B438115CEA39C473602B8897" xlink:type="arc" />
    <link:label id="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14_terseLabel_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Translation, Dissolution of Entity</link:label>
    <link:label id="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14_label_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Translation, Dissolution of Entity</link:label>
    <link:label id="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14_documentation_en-US" xlink:label="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Foreign Currency Translation, Dissolution of Entity</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity" xlink:label="loc_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:to="lab_clf_OtherComprehensiveIncomeLossForeignCurrencyTranslationDissolutionofEntity_42F59C240E4877E9E883C473602BDC14" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative, Gain (Loss) on Derivative, Net</link:label>
    <link:label id="lab_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E_label_en-US" xlink:label="lab_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative, Gain (Loss) on Derivative, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeGainLossOnDerivativeNet" xlink:label="loc_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E" xlink:to="lab_us-gaap_DerivativeGainLossOnDerivativeNet_E0F6720E77F9EA7A9F65C473602BC54E" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">RELATED PARTIES</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transactions Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionsDisclosureTextBlock" xlink:label="loc_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2" xlink:to="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_D9A614C00130D904F611FBED8AC744E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue from External Customers by Products and Services [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from External Customers by Products and Services [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable" xlink:label="loc_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5" xlink:to="lab_us-gaap_ScheduleOfEntityWideInformationRevenueFromExternalCustomersByProductsAndServicesTable_181C4C0E93B54EF826D8FBED8BF76FD5" xlink:type="arc" />
    <link:label id="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691_terseLabel_en-US" xlink:label="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue Type [Axis]</link:label>
    <link:label id="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691_label_en-US" xlink:label="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue Type [Axis]</link:label>
    <link:label id="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691_documentation_en-US" xlink:label="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Revenue Type [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RevenueTypeAxis" xlink:label="loc_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:to="lab_clf_RevenueTypeAxis_6964E7EFFA805D18D9D7FBED8BF87691" xlink:type="arc" />
    <link:label id="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392_terseLabel_en-US" xlink:label="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue Type [Domain]</link:label>
    <link:label id="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392_label_en-US" xlink:label="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue Type [Domain]</link:label>
    <link:label id="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392_documentation_en-US" xlink:label="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Revenue Type [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_RevenueTypeDomain" xlink:label="loc_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:to="lab_clf_RevenueTypeDomain_D8A5DF511A5FB3473145FBED8BF80392" xlink:type="arc" />
    <link:label id="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA_terseLabel_en-US" xlink:label="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Iron Ore Revenue [Member]</link:label>
    <link:label id="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA_label_en-US" xlink:label="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Iron Ore Revenue [Member]</link:label>
    <link:label id="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA_documentation_en-US" xlink:label="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Iron Ore Revenue [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IronOreRevenueMember" xlink:label="loc_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:to="lab_clf_IronOreRevenueMember_90606CBBB1D017E6F744FBED8BF9E4EA" xlink:type="arc" />
    <link:label id="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2_terseLabel_en-US" xlink:label="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Freight and Venture Partners' Cost Reimbursements [Member]</link:label>
    <link:label id="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2_label_en-US" xlink:label="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Freight and Venture Partners' Cost Reimbursements [Member]</link:label>
    <link:label id="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2_documentation_en-US" xlink:label="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Freight and Venture Partners' Cost Reimbursements [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FreightAndVenturePartnersCostReimbursementsMember" xlink:label="loc_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:to="lab_clf_FreightAndVenturePartnersCostReimbursementsMember_3DF38B2798508D91F45FFBED8BF979E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86_terseLabel_en-US" xlink:label="lab_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product Concentration Risk [Member]</link:label>
    <link:label id="lab_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86_label_en-US" xlink:label="lab_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product Concentration Risk [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProductConcentrationRiskMember" xlink:label="loc_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86" xlink:to="lab_us-gaap_ProductConcentrationRiskMember_435A3BC7D2C9AD8AD9F7FBED8BFA1A86" xlink:type="arc" />
    <link:label id="lab_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E_terseLabel_en-US" xlink:label="lab_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue from External Customer [Line Items]</link:label>
    <link:label id="lab_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E_label_en-US" xlink:label="lab_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from External Customer [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems" xlink:label="loc_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E" xlink:to="lab_us-gaap_EntityWideInformationRevenueFromExternalCustomerLineItems_B0769175B187D049DE2AFBED8BFACC1E" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EARNINGS PER SHARE</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareTextBlock" xlink:label="loc_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243" xlink:to="lab_us-gaap_EarningsPerShareTextBlock_1BDC631BF381381E9435FBED8CE0C243" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_02374F3DE5A3EE8DF368CDDF98008F8C_label_en-US" xlink:label="lab_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_02374F3DE5A3EE8DF368CDDF98008F8C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Comprehensive Income [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract" xlink:label="loc_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_02374F3DE5A3EE8DF368CDDF98008F8C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_02374F3DE5A3EE8DF368CDDF98008F8C" xlink:to="lab_us-gaap_StatementOfIncomeAndComprehensiveIncomeAbstract_02374F3DE5A3EE8DF368CDDF98008F8C" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER COMPREHENSIVE INCOME (LOSS)</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Net of Tax [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecreaseAbstract_DD87C3F7980E450B0553CDDF98007F73" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_5ADF113F65D552EC7000CDDF98008FF2_negatedLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_5ADF113F65D552EC7000CDDF98008FF2" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Changes in pension and other post-retirement benefits, net of tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_5ADF113F65D552EC7000CDDF98008FF2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_5ADF113F65D552EC7000CDDF98008FF2" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossPensionAndOtherPostretirementBenefitPlansAdjustmentNetOfTax_5ADF113F65D552EC7000CDDF98008FF2" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Changes in derivative financial instruments, net of tax</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Derivatives Qualifying as Hedges, Net of Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossDerivativesQualifyingAsHedgesNetOfTax_B3BA953E962151404B96CDDF9800C90F" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_407BFB3AE3134A7A28FACDDF980078C1_totalLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_407BFB3AE3134A7A28FACDDF980078C1" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">OTHER COMPREHENSIVE LOSS</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_407BFB3AE3134A7A28FACDDF980078C1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_407BFB3AE3134A7A28FACDDF980078C1" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTax_407BFB3AE3134A7A28FACDDF980078C1" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">OTHER COMPREHENSIVE LOSS (INCOME) ATTRIBUTABLE TO THE NONCONTROLLING INTEREST</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive Income (Loss), Net of Tax, Portion Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToNoncontrollingInterest_3661DE8F9F95394BA1D8CDDF98006A99" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E_terseLabel_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TOTAL COMPREHENSIVE INCOME ATTRIBUTABLE TO CLIFFS SHAREHOLDERS</link:label>
    <link:label id="lab_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E_label_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss), Net of Tax, Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTax" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E" xlink:to="lab_us-gaap_ComprehensiveIncomeNetOfTax_C3535783931953BD6FFACDDF9800289E" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Supplemental Condensed Consolidating Financial Position</link:label>
    <link:label id="lab_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6_label_en-US" xlink:label="lab_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Condensed Balance Sheet [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfCondensedBalanceSheetTableTextBlock" xlink:label="loc_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6" xlink:to="lab_srt_ScheduleOfCondensedBalanceSheetTableTextBlock_7E21932050C11DE025CBFBED86DDB7F6" xlink:type="arc" />
    <link:label id="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21_terseLabel_en-US" xlink:label="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Supplemental Statements of Condensed Consolidating Operations and Comprehensive Income (Loss)</link:label>
    <link:label id="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21_label_en-US" xlink:label="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Condensed Statement of Operations and Comprehensive Income (Loss) [Table Text Block]</link:label>
    <link:label id="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21_documentation_en-US" xlink:label="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Condensed Statement of Operations and Comprehensive Income (Loss)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock" xlink:label="loc_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:to="lab_clf_CondensedStatementofOperationsandComprehensiveIncomeLossTableTextBlock_AFDF18D6FB48C996B802FBED86E3EA21" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Supplemental Statements of Condensed Consolidating Cash Flows</link:label>
    <link:label id="lab_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB_label_en-US" xlink:label="lab_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Condensed Cash Flow Statement [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfCondensedCashFlowStatementTableTextBlock" xlink:label="loc_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB" xlink:to="lab_srt_ScheduleOfCondensedCashFlowStatementTableTextBlock_A7EB233271129A3D41F7FBED86E32FAB" xlink:type="arc" />
    <link:label id="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_ABED449683C45D316C70C366DFF45C01_verboseLabel_en-US" xlink:label="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_ABED449683C45D316C70C366DFF45C01" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Relationship to Entity [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TitleOfIndividualWithRelationshipToEntityDomain" xlink:label="loc_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_ABED449683C45D316C70C366DFF45C01" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_ABED449683C45D316C70C366DFF45C01" xlink:to="lab_us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_ABED449683C45D316C70C366DFF45C01" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanServiceCost_ECE5445C1F54DC7E83B9C366DFF600B7_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanServiceCost_ECE5445C1F54DC7E83B9C366DFF600B7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Service cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanServiceCost" xlink:label="loc_us-gaap_DefinedBenefitPlanServiceCost_ECE5445C1F54DC7E83B9C366DFF600B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanServiceCost_ECE5445C1F54DC7E83B9C366DFF600B7" xlink:to="lab_us-gaap_DefinedBenefitPlanServiceCost_ECE5445C1F54DC7E83B9C366DFF600B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanInterestCost_FA82476B0C0EF980676EC366DFF75972_negatedLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanInterestCost_FA82476B0C0EF980676EC366DFF75972" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Interest cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanInterestCost" xlink:label="loc_us-gaap_DefinedBenefitPlanInterestCost_FA82476B0C0EF980676EC366DFF75972" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanInterestCost_FA82476B0C0EF980676EC366DFF75972" xlink:to="lab_us-gaap_DefinedBenefitPlanInterestCost_FA82476B0C0EF980676EC366DFF75972" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557_negatedLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Expected return on plan assets</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Expected Return (Loss) on Plan Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557" xlink:to="lab_us-gaap_DefinedBenefitPlanExpectedReturnOnPlanAssets_9ED7329BF0541860EB4BC366DFF7C557" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Net Periodic Benefit Cost (Credit), Gain (Loss) Due to Settlement and Curtailment</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Net Periodic Benefit Cost (Credit), Gain (Loss) Due to Settlement and Curtailment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1" xlink:label="loc_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC" xlink:to="lab_us-gaap_DefinedBenefitPlanRecognizedNetGainLossDueToSettlementsAndCurtailments1_7F3D6137AECA179BFDDCC366DFF738DC" xlink:type="arc" />
    <link:label id="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA_terseLabel_en-US" xlink:label="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortization:</link:label>
    <link:label id="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA_label_en-US" xlink:label="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disclosure Pensions And Other Postretirement Benefits Components Of Net Periodic Benefit Cost [Abstract]</link:label>
    <link:label id="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA_documentation_en-US" xlink:label="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disclosure - Pensions And Other Postretirement Benefits (Components Of Net Periodic Benefit Cost) [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract" xlink:label="loc_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:to="lab_clf_DisclosurePensionsAndOtherPostretirementBenefitsComponentsOfNetPeriodicBenefitCostAbstract_C16FDD47121FD5258DA6C366DFF775EA" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_E271683CC8EBF8767DE2C366DFF8340D_negatedLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_E271683CC8EBF8767DE2C366DFF8340D" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Net actuarial loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses" xlink:label="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_E271683CC8EBF8767DE2C366DFF8340D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_E271683CC8EBF8767DE2C366DFF8340D" xlink:to="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_E271683CC8EBF8767DE2C366DFF8340D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_C84E2AA9D77D15386460C366DFF838C6_totalLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_C84E2AA9D77D15386460C366DFF838C6" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net periodic benefit cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost" xlink:label="loc_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_C84E2AA9D77D15386460C366DFF838C6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_C84E2AA9D77D15386460C366DFF838C6" xlink:to="lab_us-gaap_DefinedBenefitPlanNetPeriodicBenefitCost_C84E2AA9D77D15386460C366DFF838C6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Relating to assets sold during the period</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets Level 3 Reconciliation, Increase (Decrease) for Actual Return (Loss) on Plan Assets Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_9CB8D0A38823239B776BC366DFF8B636" xlink:type="arc" />
    <link:label id="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E_terseLabel_en-US" xlink:label="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current year actuarial (gain)/loss</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E_label_en-US" xlink:label="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Net Periodic Benefit Costs, Actuarial Gain (Loss)</link:label>
    <link:label id="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E_documentation_en-US" xlink:label="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Net Periodic Benefit Costs, Actuarial Gain (Loss)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss" xlink:label="loc_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:to="lab_clf_DefinedBenefitPlanNetPeriodicBenefitCostsActuarialGainLoss_2E841E101E54F4F774F1C366DFF8E73E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_289BBA3B68E30E3103F4C366DFFD1F49_netLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_289BBA3B68E30E3103F4C366DFFD1F49" xlink:role="http://www.xbrl.org/2009/role/netLabel" xlink:type="resource" xml:lang="en-US">Amortization of net loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses" xlink:label="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_289BBA3B68E30E3103F4C366DFFD1F49" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_289BBA3B68E30E3103F4C366DFFD1F49" xlink:to="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_289BBA3B68E30E3103F4C366DFFD1F49" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Current year prior service cost</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, Prior Service Cost (Credit), after Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF" xlink:to="lab_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlanNetPriorServiceCostsCreditArisingDuringPeriodNetOfTax_47D3921372DDCE19E9CCC366DFFE42AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91_totalLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total recognized in other comprehensive income</link:label>
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91_label_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Comprehensive (Income) Loss, Defined Benefit Plan, Prior Service Cost (Credit), Reclassification Adjustment from AOCI, before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossAmortizationAdjustmentFromAOCIPensionAndOtherPostretirementBenefitPlansForNetPriorServiceCostCreditBeforeTax_C546C49C497FBBBF3DA7C366DFFE8C91" xlink:type="arc" />
    <link:label id="lab_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB_terseLabel_en-US" xlink:label="lab_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total recognized in net periodic cost and other comprehensive income</link:label>
    <link:label id="lab_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB_label_en-US" xlink:label="lab_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amount Recognized in Net Periodic Benefit Cost (Credit) and Other Comprehensive (Income) Loss, before Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax" xlink:label="loc_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB" xlink:to="lab_us-gaap_AmountRecognizedInNetPeriodicBenefitCostAndOtherComprehensiveIncomeLossBeforeTax_243146500EF0891B55CFC366DFFE30BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Quarterly Financial Information [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3_label_en-US" xlink:label="lab_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Financial Information [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3" xlink:to="lab_us-gaap_ScheduleOfQuarterlyFinancialInformationTableTextBlock_F24580F4FC5B8CA830EFFBED877F47B3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_3B2589904DDA52FD29B3FBED861CBFF7_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_3B2589904DDA52FD29B3FBED861CBFF7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Actual return on plan assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_3B2589904DDA52FD29B3FBED861CBFF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_3B2589904DDA52FD29B3FBED861CBFF7" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssets_3B2589904DDA52FD29B3FBED861CBFF7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7_terseLabel_en-US" xlink:label="lab_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounting Standards Update 2017-07 [Member]</link:label>
    <link:label id="lab_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7_label_en-US" xlink:label="lab_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounting Standards Update 2017-07 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountingStandardsUpdate201707Member" xlink:label="loc_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7" xlink:to="lab_us-gaap_AccountingStandardsUpdate201707Member_3DD18B99E1B6163E663FA6D81B103EF7" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfGoodsAndServicesSold_ABB6C8A9CD7079DDB075A6D81B118CB9_terseLabel_en-US" xlink:label="lab_us-gaap_CostOfGoodsAndServicesSold_ABB6C8A9CD7079DDB075A6D81B118CB9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of Goods and Services Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfGoodsAndServicesSold" xlink:label="loc_us-gaap_CostOfGoodsAndServicesSold_ABB6C8A9CD7079DDB075A6D81B118CB9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfGoodsAndServicesSold_ABB6C8A9CD7079DDB075A6D81B118CB9" xlink:to="lab_us-gaap_CostOfGoodsAndServicesSold_ABB6C8A9CD7079DDB075A6D81B118CB9" xlink:type="arc" />
    <link:label id="lab_us-gaap_SellingGeneralAndAdministrativeExpense_BF2BDEEB674E3A57254EA6D81B12CF4D_terseLabel_en-US" xlink:label="lab_us-gaap_SellingGeneralAndAdministrativeExpense_BF2BDEEB674E3A57254EA6D81B12CF4D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Selling, General and Administrative Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SellingGeneralAndAdministrativeExpense" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpense_BF2BDEEB674E3A57254EA6D81B12CF4D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SellingGeneralAndAdministrativeExpense_BF2BDEEB674E3A57254EA6D81B12CF4D" xlink:to="lab_us-gaap_SellingGeneralAndAdministrativeExpense_BF2BDEEB674E3A57254EA6D81B12CF4D" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingIncomeLoss_871DD6ADB5F982352FD0A6D81B128BFB_verboseLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_871DD6ADB5F982352FD0A6D81B128BFB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Operating Income (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingIncomeLoss" xlink:label="loc_us-gaap_OperatingIncomeLoss_871DD6ADB5F982352FD0A6D81B128BFB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingIncomeLoss_871DD6ADB5F982352FD0A6D81B128BFB" xlink:to="lab_us-gaap_OperatingIncomeLoss_871DD6ADB5F982352FD0A6D81B128BFB" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_9E634D9B53163ED2B33BFBED85285216_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_9E634D9B53163ED2B33BFBED85285216" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets Level 3 Reconciliation, Increase (Decrease) for Actual Return (Loss) on Plan Assets Still Held</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_9E634D9B53163ED2B33BFBED85285216" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_9E634D9B53163ED2B33BFBED85285216" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsStillHeld_9E634D9B53163ED2B33BFBED85285216" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_FDA75DD51524A03F28ABFBED852872CD_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_FDA75DD51524A03F28ABFBED852872CD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets Level 3 Reconciliation, Increase (Decrease) for Actual Return (Loss) on Plan Assets Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod" xlink:label="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_FDA75DD51524A03F28ABFBED852872CD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_FDA75DD51524A03F28ABFBED852872CD" xlink:to="lab_us-gaap_DefinedBenefitPlanActualReturnOnPlanAssetsSoldDuringPeriod_FDA75DD51524A03F28ABFBED852872CD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_138006ABB7AA0F2296D0FBED8529CD26_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_138006ABB7AA0F2296D0FBED8529CD26" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Business Combination</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_138006ABB7AA0F2296D0FBED8529CD26" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_138006ABB7AA0F2296D0FBED8529CD26" xlink:to="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_138006ABB7AA0F2296D0FBED8529CD26" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_174FB08D659459D46EC8FBED8529BCDA_negatedLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_174FB08D659459D46EC8FBED8529BCDA" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Plan Assets, Divestiture</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanDivestituresPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_174FB08D659459D46EC8FBED8529BCDA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_174FB08D659459D46EC8FBED8529BCDA" xlink:to="lab_us-gaap_DefinedBenefitPlanDivestituresPlanAssets_174FB08D659459D46EC8FBED8529BCDA" xlink:type="arc" />
    <link:label id="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38_terseLabel_en-US" xlink:label="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Approved Grants Equity Plans [Table Text Block]</link:label>
    <link:label id="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38_label_en-US" xlink:label="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Approved Grants Equity Plans [Table Text Block]</link:label>
    <link:label id="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38_documentation_en-US" xlink:label="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Approved Grants Equity Plans [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ApprovedGrantsEquityPlansTableTextBlock" xlink:label="loc_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:to="lab_clf_ApprovedGrantsEquityPlansTableTextBlock_FB7F6A10475E5C22DDC5FBED8CDC6B38" xlink:type="arc" />
    <link:label id="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29_terseLabel_en-US" xlink:label="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Incentive Plans Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29_label_en-US" xlink:label="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Incentive Plans Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29_documentation_en-US" xlink:label="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Stock Incentive Plans Disclosure [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_StockIncentivePlansDisclosureTableTextBlock" xlink:label="loc_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:to="lab_clf_StockIncentivePlansDisclosureTableTextBlock_E3ECEF35E6AD301636E1FBED8CDD4A29" xlink:type="arc" />
    <link:label id="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA_terseLabel_en-US" xlink:label="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Incentive Compensation and Other Benefit Plans for Employees and Directors [Table Text Block]</link:label>
    <link:label id="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA_label_en-US" xlink:label="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Incentive Compensation and Other Benefit Plans for Employees and Directors [Table Text Block]</link:label>
    <link:label id="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA_documentation_en-US" xlink:label="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Incentive Compensation and Other Benefit Plans for Employees and Directors [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock" xlink:label="loc_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:to="lab_clf_IncentiveCompensationAndOtherBenefitPlansForEmployeesAndDirectorsTableTextBlock_B6A70E30C1B3F14F724CFBED8CDDE5CA" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Compensation Cost for Share-based Payment Arrangements, Allocation of Share-based Compensation Costs by Plan [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD_label_en-US" xlink:label="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Compensation Cost for Share-based Payment Arrangements, Allocation of Share-based Compensation Costs by Plan [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD" xlink:to="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_CB6131FE7B6C8927DCEAFBED8CDDF1DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4_terseLabel_en-US" xlink:label="lab_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disclosure of Share-based Compensation Arrangements by Share-based Payment Award [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4_label_en-US" xlink:label="lab_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disclosure of Share-based Compensation Arrangements by Share-based Payment Award [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock" xlink:label="loc_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4" xlink:to="lab_us-gaap_DisclosureOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTextBlock_7C29079721D4C240CC5AFBED8CDD19A4" xlink:type="arc" />
    <link:label id="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8_terseLabel_en-US" xlink:label="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Stock Awards Outstanding [Table Text Block]</link:label>
    <link:label id="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8_label_en-US" xlink:label="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Stock Awards Outstanding [Table Text Block]</link:label>
    <link:label id="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8_documentation_en-US" xlink:label="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Employee Stock Awards Outstanding [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EmployeeStockAwardsOutstandingTableTextBlock" xlink:label="loc_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:to="lab_clf_EmployeeStockAwardsOutstandingTableTextBlock_9A3E8A9D755CBCFCCF7AFBED8CDDF4B8" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7_terseLabel_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss) Note [Text Block]</link:label>
    <link:label id="lab_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7_label_en-US" xlink:label="lab_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss) Note [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNoteTextBlock" xlink:label="loc_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7" xlink:to="lab_us-gaap_ComprehensiveIncomeNoteTextBlock_6A6E69DA7C64709F131AC8557E7575B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D_terseLabel_en-US" xlink:label="lab_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior Notes [Member]</link:label>
    <link:label id="lab_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D_label_en-US" xlink:label="lab_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Notes [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SeniorNotesMember" xlink:label="loc_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D" xlink:to="lab_us-gaap_SeniorNotesMember_0FE1C1AAB40A077DB2FFC333D038650D" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit [Member]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A_label_en-US" xlink:label="lab_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditMember" xlink:label="loc_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A" xlink:to="lab_us-gaap_LineOfCreditMember_FE9441199B7F763FB43BC333D0389E4A" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Measurement Basis [Axis]</link:label>
    <link:label id="lab_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9_label_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Measurement Basis [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementBasisAxis" xlink:label="loc_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9" xlink:to="lab_us-gaap_FairValueByMeasurementBasisAxis_245EF5C17A665C45DA87C333D038A0D9" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueDisclosureItemAmountsDomain" xlink:label="loc_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892" xlink:to="lab_us-gaap_FairValueDisclosureItemAmountsDomain_CE1CBF85819A4C09A67AC333D038A892" xlink:type="arc" />
    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41_terseLabel_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Portion at Fair Value Measurement [Member]</link:label>
    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41_label_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Portion at Fair Value Measurement [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:label="loc_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41" xlink:to="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_044953EE0DD36E06D1D5C333D0479C41" xlink:type="arc" />
    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877_terseLabel_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reported Value Measurement [Member]</link:label>
    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877_label_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reported Value Measurement [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:label="loc_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877" xlink:to="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9267FD1FBF071BC16FA2C333D0475877" xlink:type="arc" />
    <link:label id="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB_terseLabel_en-US" xlink:label="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimate of Fair Value Measurement [Member]</link:label>
    <link:label id="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB_label_en-US" xlink:label="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Estimate of Fair Value Measurement [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:label="loc_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB" xlink:to="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_6336DC3CACEFCEF13EA8C333D0474DEB" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A_terseLabel_en-US" xlink:label="lab_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Receivable Type [Axis]</link:label>
    <link:label id="lab_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A_label_en-US" xlink:label="lab_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Receivable Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" xlink:label="loc_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A" xlink:to="lab_us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_873EE4B52E9FADC2509EC333D047C97A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1_terseLabel_en-US" xlink:label="lab_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Receivable Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1_label_en-US" xlink:label="lab_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Receivable [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReceivableTypeDomain" xlink:label="loc_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1" xlink:to="lab_us-gaap_ReceivableTypeDomain_D477E399B4CA6CD0E72AC333D04726A1" xlink:type="arc" />
    <link:label id="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90_terseLabel_en-US" xlink:label="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt:</link:label>
    <link:label id="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90_label_en-US" xlink:label="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long Term Debt Noncurrent Fair Value [Abstract]</link:label>
    <link:label id="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90_documentation_en-US" xlink:label="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long Term Debt Noncurrent Fair Value [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_LongTermDebtNoncurrentFairValueAbstract" xlink:label="loc_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:to="lab_clf_LongTermDebtNoncurrentFairValueAbstract_1F96C3A3294DF879FF8FC333D0477D90" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Fair Value</link:label>
    <link:label id="lab_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD_label_en-US" xlink:label="lab_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtFairValue" xlink:label="loc_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD" xlink:to="lab_us-gaap_LongTermDebtFairValue_1493B2B5316AEBBEECD3C333D04720DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Number of Shares Authorized</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Number of Shares Authorized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_EAD5073E5E9FB6BAC9C4FBED877691B6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred Compensation Arrangement with Individual, Fair Value of Shares Issued</link:label>
    <link:label id="lab_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387_label_en-US" xlink:label="lab_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Compensation Arrangement with Individual, Fair Value of Shares Issued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued" xlink:label="loc_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387" xlink:to="lab_us-gaap_DeferredCompensationArrangementWithIndividualFairValueOfSharesIssued_0777B3AE7290F6C9C623FBED87777387" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Income Taxes, Domestic</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Income Taxes, Domestic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_B0ECB70AD50A9A3CB4722E47FEF547DA" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Income Taxes, Foreign</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Income Taxes, Foreign</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesForeign_A07917F35F310BABCA212E47FEF53136" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative Instruments [Table]</link:label>
    <link:label id="lab_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3_label_en-US" xlink:label="lab_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeTable" xlink:label="loc_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3" xlink:to="lab_us-gaap_DerivativeTable_D57710E9118D4BE91647C8557F31EDE3" xlink:type="arc" />
    <link:label id="lab_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC_terseLabel_en-US" xlink:label="lab_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Natural Gas [Member]</link:label>
    <link:label id="lab_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC_label_en-US" xlink:label="lab_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Natural Gas [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_NaturalGasReservesMember" xlink:label="loc_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC" xlink:to="lab_srt_NaturalGasReservesMember_A41ADCB25CF7592A66DAC8557F40AAFC" xlink:type="arc" />
    <link:label id="lab_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540_terseLabel_en-US" xlink:label="lab_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Energy Related Derivative [Member]</link:label>
    <link:label id="lab_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540_label_en-US" xlink:label="lab_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Energy Related Derivative [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EnergyRelatedDerivativeMember" xlink:label="loc_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540" xlink:to="lab_us-gaap_EnergyRelatedDerivativeMember_216C23B832437508CD7AC8557F407540" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Derivative [Line Items]</link:label>
    <link:label id="lab_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F_label_en-US" xlink:label="lab_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeLineItems" xlink:label="loc_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F" xlink:to="lab_us-gaap_DerivativeLineItems_D843F517746D639D4CC3C8557F40994F" xlink:type="arc" />
    <link:label id="lab_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104_terseLabel_en-US" xlink:label="lab_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Natural Gas Hedges</link:label>
    <link:label id="lab_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104_label_en-US" xlink:label="lab_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Contract Volume</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentContractVolume" xlink:label="loc_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104" xlink:to="lab_invest_InvestmentContractVolume_F65D2A00205B03C87251C8557F401104" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Revenues from External Customers and Long-Lived Assets [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47_label_en-US" xlink:label="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Revenues from External Customers and Long-Lived Assets [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable" xlink:label="loc_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47" xlink:to="lab_us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsTable_AD1AAA6C34954F85186BC303F9A67C47" xlink:type="arc" />
    <link:label id="lab_country_CA_E7163F864421D7D7BC05C303F9A6B64C_terseLabel_en-US" xlink:label="lab_country_CA_E7163F864421D7D7BC05C303F9A6B64C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Canada [Member]</link:label>
    <link:label id="lab_country_CA_E7163F864421D7D7BC05C303F9A6B64C_label_en-US" xlink:label="lab_country_CA_E7163F864421D7D7BC05C303F9A6B64C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CANADA</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_CA" xlink:label="loc_country_CA_E7163F864421D7D7BC05C303F9A6B64C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_CA_E7163F864421D7D7BC05C303F9A6B64C" xlink:to="lab_country_CA_E7163F864421D7D7BC05C303F9A6B64C" xlink:type="arc" />
    <link:label id="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A_terseLabel_en-US" xlink:label="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other Countries [Member]</link:label>
    <link:label id="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A_label_en-US" xlink:label="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Countries [Member]</link:label>
    <link:label id="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A_documentation_en-US" xlink:label="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Countries [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_OtherCountriesMember" xlink:label="loc_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:to="lab_clf_OtherCountriesMember_784A2B5AB8CC9318D849C303F9A6803A" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED_terseLabel_en-US" xlink:label="lab_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenues from External Customers and Long-Lived Assets [Line Items]</link:label>
    <link:label id="lab_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED_label_en-US" xlink:label="lab_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues from External Customers and Long-Lived Assets [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems" xlink:label="loc_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED" xlink:to="lab_us-gaap_RevenuesFromExternalCustomersAndLongLivedAssetsLineItems_D38791EF7891884E653DC303F9A67DED" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Cash and Cash Equivalents</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Cash and Cash Equivalents</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationCashAndCashEquivalents_21413F157B38C955D135C2F4DAEF7ACD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accounts Receivable, Net</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accounts, Notes and Loans Receivable, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsNotesAndLoansReceivableNet_58608C09483A04E52211C2F4DAF0210D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Inventory</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Inventory</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationInventory1_416EC841EA3FCA83BAA7C2F4DAF01DE8" xlink:type="arc" />
    <link:label id="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD_terseLabel_en-US" xlink:label="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal group, including Discontinued Operations, Supplies and other inventories</link:label>
    <link:label id="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD_label_en-US" xlink:label="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal group, including Discontinued Operations, Prepaid Supplies</link:label>
    <link:label id="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD_documentation_en-US" xlink:label="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disposal group, including Discontinued Operations, Prepaid Supplies</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies" xlink:label="loc_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:to="lab_clf_DisposalgroupincludingDiscontinuedOperationsPrepaidSupplies_B4247E65DEF6DD11F834C2F4DAF0D6FD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Assets, Current</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentAssets_63887B1B56D44AD7C38DC2F4DAF0BC93" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Property, Plant and Equipment</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Property, Plant and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationPropertyPlantAndEquipment_0DADFBD5A1B8825C508AC2F4DAF06459" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Assets, Noncurrent</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Assets, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherNoncurrentAssets_C4C76A79E86B8AC6C085C2F4DAF1C717" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Assets</link:label>
    <link:label id="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD_label_en-US" xlink:label="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation" xlink:label="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD" xlink:to="lab_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperation_8CDA1037511ABE1D6FE4C2F4DAF1EBDD" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accounts Payable</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accounts Payable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccountsPayable_66275945F632DE2E7F2BC2F4DAF1707A" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accrued Liabilities</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Accrued Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationAccruedLiabilities_888C6CF90BA7C0659958C2F4DAF13B0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Liabilities, Current</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherCurrentLiabilities_3B83FB0E162C10E6F77DC2F4DAF1C794" xlink:type="arc" />
    <link:label id="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C_terseLabel_en-US" xlink:label="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operations, Environmental and mine closure obligations</link:label>
    <link:label id="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C_label_en-US" xlink:label="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operations, Mine Reclamation, Noncurrent</link:label>
    <link:label id="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C_documentation_en-US" xlink:label="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operations, Mine Reclamation, Noncurrent</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent" xlink:label="loc_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:to="lab_clf_DisposalGroupIncludingDiscontinuedOperationsMineReclamationNoncurrent_142D3C453D5AAFB1BC89C2F4DAF2A89C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Liabilities</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Other Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationOtherLiabilities_0E7672D9B4E92B049D55C2F4DAF2C320" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Liabilities</link:label>
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719_label_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation" xlink:label="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719" xlink:to="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperation_59D9A3D2E54B5D6FCFBDC2F4DAF2A719" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">FAIR VALUE OF FINANCIAL INSTRUMENTS</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Disclosures [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueDisclosuresTextBlock" xlink:label="loc_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22" xlink:to="lab_us-gaap_FairValueDisclosuresTextBlock_0643A33116CAF2B1CAFDFBED8F218F22" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Measurements, Recurring and Nonrecurring [Table]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurements, Recurring and Nonrecurring [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_F5BC06B98739E4CA35C0C3B45493B83E" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Measurement Frequency [Axis]</link:label>
    <link:label id="lab_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3_label_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Measurement Frequency [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementFrequencyAxis" xlink:label="loc_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3" xlink:to="lab_us-gaap_FairValueByMeasurementFrequencyAxis_D5BF02EA5716E9C53D46C3B454996EE3" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement Frequency [Domain]</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement Frequency [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementFrequencyDomain" xlink:label="loc_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45" xlink:to="lab_us-gaap_FairValueMeasurementFrequencyDomain_714EFB40B6BEEC2FF463C3B454991C45" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_BC56146A93A47C9C4437C3B4549B966A" xlink:type="arc" />
    <link:label id="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B_terseLabel_en-US" xlink:label="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Metallics [Member]</link:label>
    <link:label id="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B_label_en-US" xlink:label="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Metallics [Member]</link:label>
    <link:label id="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B_documentation_en-US" xlink:label="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Metallics [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_MetallicsMember" xlink:label="loc_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:to="lab_clf_MetallicsMember_F40B0D4DD33F6D1F652CC303F9B6272B" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Segment Assets [Member]</link:label>
    <link:label id="lab_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41_label_en-US" xlink:label="lab_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Segments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingSegmentsMember" xlink:label="loc_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41" xlink:to="lab_us-gaap_OperatingSegmentsMember_B7ECE3F56B09EDC94EC6C303F9B69E41" xlink:type="arc" />
    <link:label id="lab_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531_terseLabel_en-US" xlink:label="lab_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Corporate [Member]</link:label>
    <link:label id="lab_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531_label_en-US" xlink:label="lab_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Corporate Segment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CorporateMember" xlink:label="loc_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531" xlink:to="lab_us-gaap_CorporateMember_3F7F93B5B9BBDB8575B6C303F9B61531" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discontinued Operations [Member]</link:label>
    <link:label id="lab_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C_label_en-US" xlink:label="lab_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operations [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentDiscontinuedOperationsMember" xlink:label="loc_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C" xlink:to="lab_us-gaap_SegmentDiscontinuedOperationsMember_C48DE3DE4540C52444F2C303F9B68D2C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Supplemental Cash Flow Disclosures</link:label>
    <link:label id="lab_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403_label_en-US" xlink:label="lab_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Cash Flow, Supplemental Disclosures [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403" xlink:to="lab_us-gaap_ScheduleOfCashFlowSupplementalDisclosuresTableTextBlock_A866AE1BF0D81DF4E542C8557E46E403" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerLiabilityCurrent_32B21949298382ED881BBA01F1A841EF_verboseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerLiabilityCurrent_32B21949298382ED881BBA01F1A841EF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Deferred Revenue (Current)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerLiabilityCurrent" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityCurrent_32B21949298382ED881BBA01F1A841EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerLiabilityCurrent_32B21949298382ED881BBA01F1A841EF" xlink:to="lab_us-gaap_ContractWithCustomerLiabilityCurrent_32B21949298382ED881BBA01F1A841EF" xlink:type="arc" />
    <link:label id="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501_terseLabel_en-US" xlink:label="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase (Decrease)</link:label>
    <link:label id="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501_label_en-US" xlink:label="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract With Customer, Liability, Period Increase (Decrease)</link:label>
    <link:label id="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501_documentation_en-US" xlink:label="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contract With Customer, Liability, Period Increase (Decrease)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease" xlink:label="loc_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:to="lab_clf_ContractWithCustomerLiabilityPeriodIncreaseDecrease_1C361E1C237B3EFB0845BA01F1A82501" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4_label_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByBalanceSheetGroupingTextBlock" xlink:label="loc_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4" xlink:to="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_537486149EE580F4BD04FBED8BB88CB4" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Recurring and Nonrecurring, Valuation Techniques</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurement Inputs and Valuation Techniques [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_F5E64A45BCEB68797CBDFBED8BBAA141" xlink:type="arc" />
    <link:label id="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45_terseLabel_en-US" xlink:label="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Assets Measured On Recurring Basis, Unobservable Input Reconciliation</link:label>
    <link:label id="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45_label_en-US" xlink:label="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on a Recurring Basis, Unobservable Input Reconciliation [Text Block]</link:label>
    <link:label id="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45_documentation_en-US" xlink:label="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tabular disclosure of the fair value measurement of assets and liabilities using significant unobservable inputs (Level 3), a reconciliation of the beginning and ending balances, separately presenting changes during the period attributable to the following: (1) total gains or losses for the period (realized and unrealized), segregating those gains or losses included in earnings (or changes in net assets) and gains or losses recognized in other comprehensive income (loss), and a description of where those gains or losses included in earnings (or changes in net assets) are reported in the statement of income (or activities); (2) purchases, sales, issues, and settlements (each type disclosed separately); and (3) transfers in and transfers out of Level 3 (for example, transfers due to changes in the observability of significant inputs), by class of asset.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock" xlink:label="loc_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:to="lab_clf_FairValueAssetsandLiabilitiesMeasuredonaRecurringBasisUnobservableInputReconciliationTextBlock_1345AB0AD982F443A83BFBED8BBA8A45" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Carrying Value And Fair Value Of Financial Instruments</link:label>
    <link:label id="lab_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6_label_en-US" xlink:label="lab_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Carrying Values and Estimated Fair Values of Debt Instruments [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6" xlink:to="lab_us-gaap_ScheduleOfCarryingValuesAndEstimatedFairValuesOfDebtInstrumentsTableTextBlock_140F4CC8DA9357ADB48CFBED8BBA88A6" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpenses_20ADF5571DC9177A6D12CDDF90CC0AC0_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_20ADF5571DC9177A6D12CDDF90CC0AC0" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Other operating expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpenses" xlink:label="loc_us-gaap_OperatingExpenses_20ADF5571DC9177A6D12CDDF90CC0AC0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpenses_20ADF5571DC9177A6D12CDDF90CC0AC0" xlink:to="lab_us-gaap_OperatingExpenses_20ADF5571DC9177A6D12CDDF90CC0AC0" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_EB410BB724D803815F7ACDDF90CC419A_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_EB410BB724D803815F7ACDDF90CC419A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">INCOME FROM CONTINUING OPERATIONS BEFORE INCOME TAXES AND EQUITY LOSS FROM VENTURES</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_EB410BB724D803815F7ACDDF90CC419A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_EB410BB724D803815F7ACDDF90CC419A" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_EB410BB724D803815F7ACDDF90CC419A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_BB15BB58702AA1A1D7C8CDDF90CCDE5F_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit_BB15BB58702AA1A1D7C8CDDF90CCDE5F" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">INCOME TAX BENEFIT (EXPENSE)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_BB15BB58702AA1A1D7C8CDDF90CCDE5F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_BB15BB58702AA1A1D7C8CDDF90CCDE5F" xlink:to="lab_us-gaap_IncomeTaxExpenseBenefit_BB15BB58702AA1A1D7C8CDDF90CCDE5F" xlink:type="arc" />
    <link:label id="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557_terseLabel_en-US" xlink:label="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EQUITY IN INCOME OF SUBSIDIARIES</link:label>
    <link:label id="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557_label_en-US" xlink:label="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity in income (loss) of subsidiaries</link:label>
    <link:label id="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557_documentation_en-US" xlink:label="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Equity in income (loss) of subsidiaries</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Equityinincomelossofsubsidiaries" xlink:label="loc_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:to="lab_clf_Equityinincomelossofsubsidiaries_788B503910CFDF672292CDDF90CC4557" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_830E07AABCC33030860ECDDF90CCD527_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_830E07AABCC33030860ECDDF90CCD527" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">INCOME ATTRIBUTABLE TO NONCONTROLLING INTEREST</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAttributableToNoncontrollingInterest" xlink:label="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_830E07AABCC33030860ECDDF90CCD527" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_830E07AABCC33030860ECDDF90CCD527" xlink:to="lab_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_830E07AABCC33030860ECDDF90CCD527" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_F1EB5BDEDB5EB16C8D0ECDDF90CCD1CC_totalLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_F1EB5BDEDB5EB16C8D0ECDDF90CCD1CC" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">NET INCOME ATTRIBUTABLE TO CLIFFS SHAREHOLDERS</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_F1EB5BDEDB5EB16C8D0ECDDF90CCD1CC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_F1EB5BDEDB5EB16C8D0ECDDF90CCD1CC" xlink:to="lab_us-gaap_NetIncomeLoss_F1EB5BDEDB5EB16C8D0ECDDF90CCD1CC" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_BD659606206560ECC497CDDF90CCD99B_terseLabel_en-US" xlink:label="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_BD659606206560ECC497CDDF90CCD99B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">OTHER COMPREHENSIVE INCOME (LOSS)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_BD659606206560ECC497CDDF90CCD99B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_BD659606206560ECC497CDDF90CCD99B" xlink:to="lab_us-gaap_OtherComprehensiveIncomeLossNetOfTaxPortionAttributableToParent_BD659606206560ECC497CDDF90CCD99B" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205_terseLabel_en-US" xlink:label="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Subsidiaries</link:label>
    <link:label id="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205_label_en-US" xlink:label="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule Of Consolidation Subsidiaries Or Other Investments Consolidated Entities [Table Text Block]</link:label>
    <link:label id="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205_documentation_en-US" xlink:label="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disclosure of subsidiaries or other investments that are consolidated.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock" xlink:label="loc_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:to="lab_clf_ScheduleOfConsolidationSubsidiariesOrOtherInvestmentsConsolidatedEntitiesTableTextBlock_0F4A3E42C63F3EAD5BABC324D5176205" xlink:type="arc" />
    <link:label id="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA_terseLabel_en-US" xlink:label="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA_label_en-US" xlink:label="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA_documentation_en-US" xlink:label="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Describes the methodology and periods of time over which an entity anticipates to receive utility from its property, plant and equipment (that is, the periods of time over which an entity allocates the initial cost of its property, plant and equipment and the estimated useful life of the asset in a systematic and rational manner.)</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DepreciationDisclosureTableTextBlock" xlink:label="loc_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:to="lab_clf_DepreciationDisclosureTableTextBlock_A9C2C5665FF8F6DE12ABC324D517E5EA" xlink:type="arc" />
    <link:label id="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157_terseLabel_en-US" xlink:label="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimated Useful Lives Of Intangible Assets Subject To Periodic Amortization On Straight Line Basis Table [Text Block]</link:label>
    <link:label id="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157_label_en-US" xlink:label="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Estimated Useful Lives Of Intangible Assets Subject To Periodic Amortization On Straight Line Basis Table [Text Block]</link:label>
    <link:label id="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157_documentation_en-US" xlink:label="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Estimated Useful Lives of Intangible Assets Subject to Periodic Amortization on a Straight-Line Basis [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock" xlink:label="loc_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:to="lab_clf_EstimatedUsefulLivesOfIntangibleAssetsSubjectToPeriodicAmortizationOnStraightLineBasisTableTextBlock_497834CD261AEF53BE7EC324D5174157" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract with Customer, Asset and Liability [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Asset and Liability [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock" xlink:label="loc_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD" xlink:to="lab_us-gaap_ContractWithCustomerAssetAndLiabilityTableTextBlock_F24686051A131C662C77C324D51747BD" xlink:type="arc" />
    <link:label id="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1_terseLabel_en-US" xlink:label="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reimbursements Revenue Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1_label_en-US" xlink:label="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reimbursements Revenue Disclosure [Table Text Block]</link:label>
    <link:label id="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1_documentation_en-US" xlink:label="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reimbursements Revenue Disclosure</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReimbursementsRevenueDisclosureTableTextBlock" xlink:label="loc_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:to="lab_clf_ReimbursementsRevenueDisclosureTableTextBlock_72860108464E8042BA48C324D51759E1" xlink:type="arc" />
    <link:label id="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D_terseLabel_en-US" xlink:label="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction [Table Text Block]</link:label>
    <link:label id="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D_label_en-US" xlink:label="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction [Table Text Block]</link:label>
    <link:label id="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D_documentation_en-US" xlink:label="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Foreign Currency Transaction [Table Text Block]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ForeignCurrencyTransactionTableTextBlock" xlink:label="loc_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:to="lab_clf_ForeignCurrencyTransactionTableTextBlock_AD369735D9A0EBA1341DC324D5171F6D" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Weighted average number of shares:</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Diluted [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingAbstract_F9270DDBA66697D6F0B9C8540ACBE2B5" xlink:type="arc" />
    <link:label id="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A_terseLabel_en-US" xlink:label="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$316.5 million 1.50% 2025 Convertible Senior Notes</link:label>
    <link:label id="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A_label_en-US" xlink:label="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Incremental Common Shares Attributable to Convertible Shares</link:label>
    <link:label id="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A_documentation_en-US" xlink:label="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Incremental Common Shares Attributable to Convertible Shares</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncrementalCommonSharesAttributabletoConvertibleShares" xlink:label="loc_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:to="lab_clf_IncrementalCommonSharesAttributabletoConvertibleShares_CB778AFD606A197322A7C8540FE6144A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A_terseLabel_en-US" xlink:label="lab_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee stock plans</link:label>
    <link:label id="lab_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A_label_en-US" xlink:label="lab_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Incremental Common Shares Attributable to Dilutive Effect of Share-based Payment Arrangements</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements" xlink:label="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A" xlink:to="lab_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_53EB70B07A8674815632C8540ACCEF8A" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_13CD15D1EEA017501628C8540ACCDCAA_totalLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_13CD15D1EEA017501628C8540ACCDCAA" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_13CD15D1EEA017501628C8540ACCDCAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_13CD15D1EEA017501628C8540ACCDCAA" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_13CD15D1EEA017501628C8540ACCDCAA" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_473F92A84E9A08660537C8540ACC1528_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract_473F92A84E9A08660537C8540ACC1528" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Earnings per common share attributable to Cliffs common shareholders - basic:</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasicAbstract" xlink:label="loc_us-gaap_EarningsPerShareBasicAbstract_473F92A84E9A08660537C8540ACC1528" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasicAbstract_473F92A84E9A08660537C8540ACC1528" xlink:to="lab_us-gaap_EarningsPerShareBasicAbstract_473F92A84E9A08660537C8540ACC1528" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_3C0E2ABDA089D34F231CC8540ACCB11A_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_3C0E2ABDA089D34F231CC8540ACCB11A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Continuing operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsPerBasicShare" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_3C0E2ABDA089D34F231CC8540ACCB11A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_3C0E2ABDA089D34F231CC8540ACCB11A" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_3C0E2ABDA089D34F231CC8540ACCB11A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_723D58EF16D97875F1D4C8540ACDFD57_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_723D58EF16D97875F1D4C8540ACDFD57" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Discontinued operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_723D58EF16D97875F1D4C8540ACDFD57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_723D58EF16D97875F1D4C8540ACDFD57" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerBasicShare_723D58EF16D97875F1D4C8540ACDFD57" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_B7B0174E2182C56FF694C8540ACE2419_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract_B7B0174E2182C56FF694C8540ACE2419" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Earnings per common share attributable to Cliffs common shareholders - diluted:</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDilutedAbstract" xlink:label="loc_us-gaap_EarningsPerShareDilutedAbstract_B7B0174E2182C56FF694C8540ACE2419" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDilutedAbstract_B7B0174E2182C56FF694C8540ACE2419" xlink:to="lab_us-gaap_EarningsPerShareDilutedAbstract_B7B0174E2182C56FF694C8540ACE2419" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_2E5B150DB112AFBF69E4C8540ACFD991_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_2E5B150DB112AFBF69E4C8540ACFD991" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Discontinued operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_2E5B150DB112AFBF69E4C8540ACFD991" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_2E5B150DB112AFBF69E4C8540ACFD991" xlink:to="lab_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxPerDilutedShare_2E5B150DB112AFBF69E4C8540ACFD991" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_769B88967847BB564B30CDC558D32C93_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_769B88967847BB564B30CDC558D32C93" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net cash provided (used) by operating activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_769B88967847BB564B30CDC558D32C93" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_769B88967847BB564B30CDC558D32C93" xlink:to="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_769B88967847BB564B30CDC558D32C93" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_75DCEDEF3DD0ECB26507CDC558D43879_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_75DCEDEF3DD0ECB26507CDC558D43879" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Deposits for property, plant and equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_75DCEDEF3DD0ECB26507CDC558D43879" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_75DCEDEF3DD0ECB26507CDC558D43879" xlink:to="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_75DCEDEF3DD0ECB26507CDC558D43879" xlink:type="arc" />
    <link:label id="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83_terseLabel_en-US" xlink:label="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany investing</link:label>
    <link:label id="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83_label_en-US" xlink:label="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intercompany investments</link:label>
    <link:label id="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83_documentation_en-US" xlink:label="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Intercompany investments</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Intercompanyinvestments" xlink:label="loc_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:to="lab_clf_Intercompanyinvestments_5C987524E4048E62E9C5CDC558D45F83" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Payments for Repurchase of Common Stock</link:label>
    <link:label id="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5_label_en-US" xlink:label="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for Repurchase of Common Stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForRepurchaseOfCommonStock" xlink:label="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5" xlink:to="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5EBEAFAF0EEAF644CFC8CDC558D418F5" xlink:type="arc" />
    <link:label id="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF_terseLabel_en-US" xlink:label="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany financing</link:label>
    <link:label id="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF_label_en-US" xlink:label="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intercompany financing</link:label>
    <link:label id="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF_documentation_en-US" xlink:label="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Intercompany financing</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_Intercompanyfinancing" xlink:label="loc_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:to="lab_clf_Intercompanyfinancing_335C129700690F17153BCDC558D652AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3_terseLabel_en-US" xlink:label="lab_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DEBT AND CREDIT FACILITIES</link:label>
    <link:label id="lab_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3_label_en-US" xlink:label="lab_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtDisclosureTextBlock" xlink:label="loc_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3" xlink:to="lab_us-gaap_DebtDisclosureTextBlock_BD810EE68073B2C830BEFBED8E1C48B3" xlink:type="arc" />
    <link:label id="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D_terseLabel_en-US" xlink:label="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjusted EBITA Calculation [Axis]</link:label>
    <link:label id="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D_label_en-US" xlink:label="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjusted EBITA Calculation [Axis]</link:label>
    <link:label id="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D_documentation_en-US" xlink:label="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Adjusted EBITA Calculation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AdjustedEBITACalculationAxis" xlink:label="loc_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:to="lab_clf_AdjustedEBITACalculationAxis_52BC2E848B8198338A97CDA74609356D" xlink:type="arc" />
    <link:label id="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B_terseLabel_en-US" xlink:label="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjusted EBITA Calculation [Domain]</link:label>
    <link:label id="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B_label_en-US" xlink:label="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjusted EBITA Calculation [Domain]</link:label>
    <link:label id="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B_documentation_en-US" xlink:label="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Adjusted EBITA Calculation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AdjustedEBITACalculationDomain" xlink:label="loc_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:to="lab_clf_AdjustedEBITACalculationDomain_D4F896FA32F5BEE8974ACDA74609B07B" xlink:type="arc" />
    <link:label id="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679_terseLabel_en-US" xlink:label="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjusted EBITDA Calculation [Member]</link:label>
    <link:label id="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679_label_en-US" xlink:label="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjusted EBITDA Calculation [Member]</link:label>
    <link:label id="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679_documentation_en-US" xlink:label="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Adjusted EBITDA Calculation [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AdjustedEBITDACalculationMember" xlink:label="loc_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:to="lab_clf_AdjustedEBITDACalculationMember_DD24111BC11B457D8EC2CDA74609D679" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_35EA0CF372ADB1EE47B6CDA74609CA38_verboseLabel_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_35EA0CF372ADB1EE47B6CDA74609CA38" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investment, Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" xlink:label="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_35EA0CF372ADB1EE47B6CDA74609CA38" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_35EA0CF372ADB1EE47B6CDA74609CA38" xlink:to="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_35EA0CF372ADB1EE47B6CDA74609CA38" xlink:type="arc" />
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_E75BBD579A459050086FCDA746099227_verboseLabel_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_E75BBD579A459050086FCDA746099227" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:label="loc_srt_EquityMethodInvesteeNameDomain_E75BBD579A459050086FCDA746099227" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_EquityMethodInvesteeNameDomain_E75BBD579A459050086FCDA746099227" xlink:to="lab_srt_EquityMethodInvesteeNameDomain_E75BBD579A459050086FCDA746099227" xlink:type="arc" />
    <link:label id="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D_terseLabel_en-US" xlink:label="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Axis]</link:label>
    <link:label id="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D_label_en-US" xlink:label="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Axis]</link:label>
    <link:label id="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D_documentation_en-US" xlink:label="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EBITDACalculationAxis" xlink:label="loc_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:to="lab_clf_EBITDACalculationAxis_4A5FB62629E2413FD6FDCDA74609D46D" xlink:type="arc" />
    <link:label id="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8_terseLabel_en-US" xlink:label="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Domain]</link:label>
    <link:label id="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8_label_en-US" xlink:label="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Domain]</link:label>
    <link:label id="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8_documentation_en-US" xlink:label="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for EBITDA Calculation [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EBITDACalculationDomain" xlink:label="loc_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:to="lab_clf_EBITDACalculationDomain_C4E4564E631447973CBBCDA7460962D8" xlink:type="arc" />
    <link:label id="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864_terseLabel_en-US" xlink:label="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Member]</link:label>
    <link:label id="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864_label_en-US" xlink:label="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Member]</link:label>
    <link:label id="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864_documentation_en-US" xlink:label="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">EBITDA Calculation [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EBITDACalculationMember" xlink:label="loc_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:to="lab_clf_EBITDACalculationMember_9533B515AA114073DC53CDA746092864" xlink:type="arc" />
    <link:label id="lab_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9_terseLabel_en-US" xlink:label="lab_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">All Other Segments [Member]</link:label>
    <link:label id="lab_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9_label_en-US" xlink:label="lab_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Segments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllOtherSegmentsMember" xlink:label="loc_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9" xlink:to="lab_us-gaap_AllOtherSegmentsMember_EE611B0F1BB08CABA671CDA74609BAD9" xlink:type="arc" />
    <link:label id="lab_us-gaap_Revenues_7FD0CB3BF22FFCD68FE9CDA74609A110_verboseLabel_en-US" xlink:label="lab_us-gaap_Revenues_7FD0CB3BF22FFCD68FE9CDA74609A110" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Revenues from product sales and services</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Revenues" xlink:label="loc_us-gaap_Revenues_7FD0CB3BF22FFCD68FE9CDA74609A110" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Revenues_7FD0CB3BF22FFCD68FE9CDA74609A110" xlink:to="lab_us-gaap_Revenues_7FD0CB3BF22FFCD68FE9CDA74609A110" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpenses_A3F4951FE768AC439922CDA746093D07_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_A3F4951FE768AC439922CDA746093D07" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Other operating expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpenses" xlink:label="loc_us-gaap_OperatingExpenses_A3F4951FE768AC439922CDA746093D07" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpenses_A3F4951FE768AC439922CDA746093D07" xlink:to="lab_us-gaap_OperatingExpenses_A3F4951FE768AC439922CDA746093D07" xlink:type="arc" />
    <link:label id="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82_terseLabel_en-US" xlink:label="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Income (Expense), net, including Discontinued Operations</link:label>
    <link:label id="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82_label_en-US" xlink:label="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Income (Expense), net, including Discontinued Operations</link:label>
    <link:label id="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82_documentation_en-US" xlink:label="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest Income (Expense), net, including Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_InterestIncomeExpensenetincludingDiscontinuedOperations" xlink:label="loc_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:to="lab_clf_InterestIncomeExpensenetincludingDiscontinuedOperations_94D2A07A10F87C26B2F7CDD430B64C82" xlink:type="arc" />
    <link:label id="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5_terseLabel_en-US" xlink:label="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Tax Expense (Benefit), including Discontinued Operations</link:label>
    <link:label id="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5_label_en-US" xlink:label="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Expense (Benefit), including Discontinued Operations</link:label>
    <link:label id="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5_documentation_en-US" xlink:label="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Income Tax Expense (Benefit), including Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations" xlink:label="loc_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:to="lab_clf_IncomeTaxExpenseBenefitincludingDiscontinuedOperations_6CD20B28A1A1D8595165CDA74609D9F5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DepreciationDepletionAndAmortization_C3DD2BCAB4BA292C103FCDA74609D615_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DepreciationDepletionAndAmortization_C3DD2BCAB4BA292C103FCDA74609D615" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Depreciation, depletion and amortization</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization" xlink:label="loc_us-gaap_DepreciationDepletionAndAmortization_C3DD2BCAB4BA292C103FCDA74609D615" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DepreciationDepletionAndAmortization_C3DD2BCAB4BA292C103FCDA74609D615" xlink:to="lab_us-gaap_DepreciationDepletionAndAmortization_C3DD2BCAB4BA292C103FCDA74609D615" xlink:type="arc" />
    <link:label id="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098_terseLabel_en-US" xlink:label="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">EBITDA</link:label>
    <link:label id="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098_label_en-US" xlink:label="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EBITDA</link:label>
    <link:label id="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098_documentation_en-US" xlink:label="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Earnings before Interest, Taxes, and Depreciation, Depletion and Amortization</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_EBITDA" xlink:label="loc_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:to="lab_clf_EBITDA_38CA0A7365E6E52AFEF9CDA746097098" xlink:type="arc" />
    <link:label id="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77_terseLabel_en-US" xlink:label="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impact of Discontinued Operations</link:label>
    <link:label id="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77_label_en-US" xlink:label="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impact of Discontinued Operations</link:label>
    <link:label id="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77_documentation_en-US" xlink:label="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Impact of Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ImpactofDiscontinuedOperations" xlink:label="loc_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:to="lab_clf_ImpactofDiscontinuedOperations_709595623CFD0CE77A0CCDA746098D77" xlink:type="arc" />
    <link:label id="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7_terseLabel_en-US" xlink:label="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Exchange Remeasurement</link:label>
    <link:label id="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7_label_en-US" xlink:label="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Exchange Remeasurement</link:label>
    <link:label id="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7_documentation_en-US" xlink:label="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Foreign Exchange Remeasurement</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ForeignExchangeRemeasurement" xlink:label="loc_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:to="lab_clf_ForeignExchangeRemeasurement_44C9AF65E30112B2B557CDA74609A4B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983_negatedLabel_en-US" xlink:label="lab_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Impairment of other long-lived assets</link:label>
    <link:label id="lab_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983_label_en-US" xlink:label="lab_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Impairment Charges</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetImpairmentCharges" xlink:label="loc_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983" xlink:to="lab_us-gaap_AssetImpairmentCharges_F06743BD4EE5A6D1F517CDA74609B983" xlink:type="arc" />
    <link:label id="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99_terseLabel_en-US" xlink:label="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjusted EBITDA</link:label>
    <link:label id="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99_label_en-US" xlink:label="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjusted EBITDA</link:label>
    <link:label id="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99_documentation_en-US" xlink:label="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Adjusted Earnings Before Interest, Taxes and Depreciation, Depletion and Amortization</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AdjustedEBITDA" xlink:label="loc_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:to="lab_clf_AdjustedEBITDA_4165DE516203C8E2CE9DCDA74609AF99" xlink:type="arc" />
    <link:label id="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757_terseLabel_en-US" xlink:label="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization excluding Depreciation, Amortization and Depletion expense for Discontinued Operations</link:label>
    <link:label id="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757_label_en-US" xlink:label="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization excluding Depreciation, Amortization and Depletion expense for Discontinued Operations</link:label>
    <link:label id="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757_documentation_en-US" xlink:label="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization excluding Depreciation, Amortization and Depletion expense for Discontinued Operations</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations" xlink:label="loc_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:to="lab_clf_DepreciationDepletionandAmortizationexcludingDepreciationAmortizationandDepletionexpenseforDiscontinuedOperations_1E2F469D4DC194C542C3CDA746097757" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Capital Additions</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Additions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAdditions" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentAdditions_8E0A5F26469F3FFEBF4ACDA746090888" xlink:type="arc" />
    <link:label id="lab_srt_ValuationAndQualifyingAccountsAbstract_726D8CF081FCB89B32B2FBED8460AF86_label_en-US" xlink:label="lab_srt_ValuationAndQualifyingAccountsAbstract_726D8CF081FCB89B32B2FBED8460AF86" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation and Qualifying Accounts [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ValuationAndQualifyingAccountsAbstract" xlink:label="loc_srt_ValuationAndQualifyingAccountsAbstract_726D8CF081FCB89B32B2FBED8460AF86" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ValuationAndQualifyingAccountsAbstract_726D8CF081FCB89B32B2FBED8460AF86" xlink:to="lab_srt_ValuationAndQualifyingAccountsAbstract_726D8CF081FCB89B32B2FBED8460AF86" xlink:type="arc" />
    <link:label id="lab_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812_terseLabel_en-US" xlink:label="lab_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation and Qualifying Accounts Disclosure [Table]</link:label>
    <link:label id="lab_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812_label_en-US" xlink:label="lab_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation and Qualifying Accounts Disclosure [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ValuationAndQualifyingAccountsDisclosureTable" xlink:label="loc_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812" xlink:to="lab_srt_ValuationAndQualifyingAccountsDisclosureTable_49E87E431BCE50DD1545FBED8460A812" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves Type [Axis]</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesTypeAxis" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesTypeAxis_D6CE47D5E99BB92104B8FBED8461723B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves [Domain]</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesDomain" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesDomain_F22759F55FBDD7C5FAD2FBED8461ED0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowance, Deferred Tax Asset [Member]</link:label>
    <link:label id="lab_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A_label_en-US" xlink:label="lab_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowance, Deferred Tax Asset [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember" xlink:label="loc_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A" xlink:to="lab_us-gaap_ValuationAllowanceOfDeferredTaxAssetsMember_5B8F750E5362B34025ADFBED8462C23A" xlink:type="arc" />
    <link:label id="lab_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB_terseLabel_en-US" xlink:label="lab_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Allowance, Credit Loss [Member]</link:label>
    <link:label id="lab_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB_label_en-US" xlink:label="lab_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Allowance, Credit Loss [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllowanceForCreditLossMember" xlink:label="loc_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB" xlink:to="lab_us-gaap_AllowanceForCreditLossMember_D4DC0EABE3369BADC168FBED846207AB" xlink:type="arc" />
    <link:label id="lab_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD_terseLabel_en-US" xlink:label="lab_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation and Qualifying Accounts Disclosure [Line Items]</link:label>
    <link:label id="lab_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD_label_en-US" xlink:label="lab_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation and Qualifying Accounts Disclosure [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ValuationAndQualifyingAccountsDisclosureLineItems" xlink:label="loc_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD" xlink:to="lab_srt_ValuationAndQualifyingAccountsDisclosureLineItems_43A448AEE192C9C93D50FBED846285AD" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Amount</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesBalance" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesBalance_42A181ECA1808C1D5695FBED8462B895" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Allowances and Reserves, Charged to Cost and Expense</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Additions, Charge to Cost and Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesChargedToCostAndExpense_16D0A01E8652EC0F496FFBED846318B9" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Valuation Allowances and Reserves, Charged to Other Accounts</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Additions, Charge to Other Account</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesChargedToOtherAccounts_C8778C3F50F722C99A04FBED846316BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Business Acquired</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Business Acquired</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesReservesOfBusinessesAcquired_41F8E24C2828FCB04811FBED846342EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Deduction</link:label>
    <link:label id="lab_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84_label_en-US" xlink:label="lab_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Valuation Allowances and Reserves, Deduction</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ValuationAllowancesAndReservesDeductions" xlink:label="loc_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84" xlink:to="lab_us-gaap_ValuationAllowancesAndReservesDeductions_79C9BB66CC03D905D4BCFBED8463BE84" xlink:type="arc" />
    <link:label id="lab_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2_label_en-US" xlink:label="lab_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BORROWING CAPACITY [Abstract]</link:label>
    <link:label id="lab_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2_documentation_en-US" xlink:label="lab_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BORROWING CAPACITY [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_BORROWINGCAPACITYAbstract" xlink:label="loc_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2" xlink:to="lab_clf_BORROWINGCAPACITYAbstract_3D0126AE1B5578509C51A4D9A73D8AC2" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCredit_C31F2476F380B5CFAB08A4D9A7400226_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_C31F2476F380B5CFAB08A4D9A7400226" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCredit" xlink:label="loc_us-gaap_LineOfCredit_C31F2476F380B5CFAB08A4D9A7400226" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCredit_C31F2476F380B5CFAB08A4D9A7400226" xlink:to="lab_us-gaap_LineOfCredit_C31F2476F380B5CFAB08A4D9A7400226" xlink:type="arc" />
    <link:label id="lab_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74_label_en-US" xlink:label="lab_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule II - Valuation and Qualifying Accounts [Abstract]</link:label>
    <link:label id="lab_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74_documentation_en-US" xlink:label="lab_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule II - Valuation and Qualifying Accounts [Abstract]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ScheduleIIValuationandQualifyingAccountsAbstract" xlink:label="loc_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74" xlink:to="lab_clf_ScheduleIIValuationandQualifyingAccountsAbstract_69B7C855B2D0A90F83F8C8AEFE39DD74" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Schedule of Valuation and Qualifying Accounts Disclosure [Text Block]</link:label>
    <link:label id="lab_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C_label_en-US" xlink:label="lab_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-09, Schedule of Valuation and Qualifying Accounts Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock" xlink:label="loc_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C" xlink:to="lab_srt_ScheduleOfValuationAndQualifyingAccountsDisclosureTextBlock_16C3255C08E73B131904C8AF7F72522C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group Classification [Axis]</link:label>
    <link:label id="lab_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF_label_en-US" xlink:label="lab_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group Classification [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupClassificationAxis" xlink:label="loc_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF" xlink:to="lab_us-gaap_DisposalGroupClassificationAxis_72C7F56175664395E56ABE4DD1EC7BBF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal Group Classification [Domain]</link:label>
    <link:label id="lab_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536_label_en-US" xlink:label="lab_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group Classification [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupClassificationDomain" xlink:label="loc_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536" xlink:to="lab_us-gaap_DisposalGroupClassificationDomain_2AED25F9C429251AAB8EBE4DD1ED0536" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_F0A4D2D9F9DFE9D0AE05BE4DD1EFD8C5_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_F0A4D2D9F9DFE9D0AE05BE4DD1EFD8C5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Non-current liabilities of discontinued operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent" xlink:label="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_F0A4D2D9F9DFE9D0AE05BE4DD1EFD8C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_F0A4D2D9F9DFE9D0AE05BE4DD1EFD8C5" xlink:to="lab_us-gaap_LiabilitiesOfDisposalGroupIncludingDiscontinuedOperationNoncurrent_F0A4D2D9F9DFE9D0AE05BE4DD1EFD8C5" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_D43733A1B0A4618E5644BE4DD1F0D787_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_D43733A1B0A4618E5644BE4DD1F0D787" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net cash provided (used) by investing activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_D43733A1B0A4618E5644BE4DD1F0D787" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_D43733A1B0A4618E5644BE4DD1F0D787" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_D43733A1B0A4618E5644BE4DD1F0D787" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends Payable [Table]</link:label>
    <link:label id="lab_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB_label_en-US" xlink:label="lab_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableTable" xlink:label="loc_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB" xlink:to="lab_us-gaap_DividendsPayableTable_CC760F1D45035A8F6579C846CF8280EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends Payable [Line Items]</link:label>
    <link:label id="lab_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2_label_en-US" xlink:label="lab_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableLineItems" xlink:label="loc_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2" xlink:to="lab_us-gaap_DividendsPayableLineItems_E57982B99AD4BE620C46C846CF8284D2" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital Expenditure, Discontinued Operations</link:label>
    <link:label id="lab_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D_label_en-US" xlink:label="lab_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Expenditure, Discontinued Operations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalExpenditureDiscontinuedOperations" xlink:label="loc_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D" xlink:to="lab_us-gaap_CapitalExpenditureDiscontinuedOperations_F0F829B166489B1C9CD9C846CF82471D" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Paid, Capitalized, Investing Activities</link:label>
    <link:label id="lab_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6_label_en-US" xlink:label="lab_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Paid, Capitalized, Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPaidCapitalized" xlink:label="loc_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6" xlink:to="lab_us-gaap_InterestPaidCapitalized_64CE1EA438A29D3A3EEFC846CF8207C6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Error Corrections and Prior Period Adjustment Restatement [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52_label_en-US" xlink:label="lab_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Error Corrections and Prior Period Adjustment Restatement [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable" xlink:label="loc_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52" xlink:to="lab_us-gaap_ScheduleOfErrorCorrectionsAndPriorPeriodAdjustmentRestatementTable_C0DD9580D27C5F133D9CA46006EC9C52" xlink:type="arc" />
    <link:label id="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482_terseLabel_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Error Corrections and Prior Period Adjustments Restatement [Line Items]</link:label>
    <link:label id="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482_label_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Error Corrections and Prior Period Adjustments Restatement [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems" xlink:label="loc_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482" xlink:to="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementLineItems_E2516F8F561E14C990A7A46006EE0482" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of New Accounting Pronouncements and Changes in Accounting Principles</link:label>
    <link:label id="lab_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of New Accounting Pronouncements and Changes in Accounting Principles [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock" xlink:label="loc_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76" xlink:to="lab_us-gaap_ScheduleOfNewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_21F080EF499CBDC3192BA46006EE0E76" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product revenues from related parties</link:label>
    <link:label id="lab_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F_label_en-US" xlink:label="lab_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from Related Parties</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueFromRelatedParties" xlink:label="loc_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F" xlink:to="lab_us-gaap_RevenueFromRelatedParties_D76CBF454B310B69961BBECD5085BD9F" xlink:type="arc" />
    <link:label id="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B_terseLabel_en-US" xlink:label="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Related party product revenue as a percent of total product revenue</link:label>
    <link:label id="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B_label_en-US" xlink:label="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Related Party Revenue</link:label>
    <link:label id="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B_documentation_en-US" xlink:label="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Related party product revenue as a percentage of total product revenue.</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PercentageOfRelatedPartyRevenue" xlink:label="loc_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:to="lab_clf_PercentageOfRelatedPartyRevenue_16FE9066A64C08ED4799BECD5085497B" xlink:type="arc" />
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971_terseLabel_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income Components [Axis]</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971_label_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income Components [Axis]</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971_documentation_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income Components [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AccumulatedOtherComprehensiveIncomeComponentsAxis" xlink:label="loc_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:to="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsAxis_5ACB0139D01190243C4BC473603B7971" xlink:type="arc" />
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6_terseLabel_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income Components [Domain]</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6_label_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income Components [Domain]</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6_documentation_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Accumulated Other Comprehensive Income Components [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AccumulatedOtherComprehensiveIncomeComponentsDomain" xlink:label="loc_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:to="lab_clf_AccumulatedOtherComprehensiveIncomeComponentsDomain_78738B7ED0EB673061F0C473603B7CE6" xlink:type="arc" />
    <link:label id="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0_terseLabel_en-US" xlink:label="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Postretirement Benefit Liability [Member]</link:label>
    <link:label id="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0_label_en-US" xlink:label="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Postretirement Benefit Liability [Member]</link:label>
    <link:label id="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0_documentation_en-US" xlink:label="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Postretirement Benefit Liability [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PostretirementBenefitLiabilityMember" xlink:label="loc_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:to="lab_clf_PostretirementBenefitLiabilityMember_7735E07FA82301D591E9C473603B76B0" xlink:type="arc" />
    <link:label id="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A_terseLabel_en-US" xlink:label="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unrealized Gain Loss On Derivatives [Member]</link:label>
    <link:label id="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A_label_en-US" xlink:label="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrealized Gain Loss On Derivatives [Member]</link:label>
    <link:label id="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A_documentation_en-US" xlink:label="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Unrealized Gain (Loss) on Derivatives</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_UnrealizedGainLossOnDerivativesMember" xlink:label="loc_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:to="lab_clf_UnrealizedGainLossOnDerivativesMember_FA537138B068E736A48AC473603B8E0A" xlink:type="arc" />
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2_terseLabel_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Before Taxes</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2_label_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Before Taxes</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2_documentation_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Before Taxes</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes" xlink:label="loc_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:to="lab_clf_AccumulatedOtherComprehensiveIncomeLossBeforeTaxes_D23805D184A78308C12AC473603B27C2" xlink:type="arc" />
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63_negatedTerseLabel_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Tax</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63_label_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Tax</link:label>
    <link:label id="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63_documentation_en-US" xlink:label="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss), Tax</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_AccumulatedOtherComprehensiveIncomeLossTax" xlink:label="loc_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:to="lab_clf_AccumulatedOtherComprehensiveIncomeLossTax_3536DACB7AB9B689E26AC473603B2F63" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_979A7D40A59884DDF4B0C473603BC90F_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_979A7D40A59884DDF4B0C473603BC90F" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Accumulated other comprehensive loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_979A7D40A59884DDF4B0C473603BC90F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_979A7D40A59884DDF4B0C473603BC90F" xlink:to="lab_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_979A7D40A59884DDF4B0C473603BC90F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_7C04F756D7901572AFC0FBED87BBF9FB_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_7C04F756D7901572AFC0FBED87BBF9FB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair value of plan assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanFairValueOfPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_7C04F756D7901572AFC0FBED87BBF9FB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_7C04F756D7901572AFC0FBED87BBF9FB" xlink:to="lab_us-gaap_DefinedBenefitPlanFairValueOfPlanAssets_7C04F756D7901572AFC0FBED87BBF9FB" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Stock Ownership Plan (ESOP) Name [Axis]</link:label>
    <link:label id="lab_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3_label_en-US" xlink:label="lab_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Stock Ownership Plan (ESOP) Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis" xlink:label="loc_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3" xlink:to="lab_us-gaap_EmployeeStockOwnershipPlanESOPDisclosuresByPlanAxis_3F13DB05BE59FBD68AD0C4736367AAC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Stock Ownership Plan (ESOP), Plan [Domain]</link:label>
    <link:label id="lab_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8_label_en-US" xlink:label="lab_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Stock Ownership Plan (ESOP), Plan [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain" xlink:label="loc_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8" xlink:to="lab_us-gaap_EmployeeStockOwnershipPlanESOPPlanDomain_3CA729B5E96F99FFFD8DC4736367E0D8" xlink:type="arc" />
    <link:label id="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E_terseLabel_en-US" xlink:label="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cliffs Natural Resource Inc. 2015 Employee Stock Purchase Plan [Member]</link:label>
    <link:label id="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E_label_en-US" xlink:label="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cliffs Natural Resource Inc. 2015 Employee Stock Purchase Plan [Member]</link:label>
    <link:label id="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E_documentation_en-US" xlink:label="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cliffs Natural Resource Inc. 2015 Employee Stock Purchase Plan [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember" xlink:label="loc_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:to="lab_clf_CliffsNaturalResourceInc.2015EmployeeStockPurchasePlanMember_E6D10756203B6C0F9DA8C4736367941E" xlink:type="arc" />
    <link:label id="lab_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1_terseLabel_en-US" xlink:label="lab_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Allocated Share-based Compensation Expense</link:label>
    <link:label id="lab_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1_label_en-US" xlink:label="lab_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Allocated Share-based Compensation Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllocatedShareBasedCompensationExpense" xlink:label="loc_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1" xlink:to="lab_us-gaap_AllocatedShareBasedCompensationExpense_9DD7B36ED7624E4CFB34C473636745B1" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Tax Benefit from Compensation Expense</link:label>
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67_label_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Tax Benefit from Compensation Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense" xlink:label="loc_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67" xlink:to="lab_us-gaap_EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense_EDDBCCA6800EDC97F1FCC47363674E67" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Performance/vesting period</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Award Vesting Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_028CDEB0FF2857D04ED6C4736367F2AA" xlink:type="arc" />
    <link:label id="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_114C7EF719D6C0584C8EC4736367EBCF_terseLabel_en-US" xlink:label="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_114C7EF719D6C0584C8EC4736367EBCF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payout rate, as a percentage of the original grant</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate" xlink:label="loc_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_114C7EF719D6C0584C8EC4736367EBCF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_114C7EF719D6C0584C8EC4736367EBCF" xlink:to="lab_clf_ShareBasedGoodsAndNonemployeeServicesTransactionValuationMethodPayoutRate_114C7EF719D6C0584C8EC4736367EBCF" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_8C7A724FB7E216635FD0C4736367FEAB_verboseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_8C7A724FB7E216635FD0C4736367FEAB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of restricted shares granted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_8C7A724FB7E216635FD0C4736367FEAB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_8C7A724FB7E216635FD0C4736367FEAB" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_8C7A724FB7E216635FD0C4736367FEAB" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_6B7FFA4B51666F9D8245C47363674DB8_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_6B7FFA4B51666F9D8245C47363674DB8" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maximum number of shares that may be issued (in shares)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_6B7FFA4B51666F9D8245C47363674DB8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_6B7FFA4B51666F9D8245C47363674DB8" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_6B7FFA4B51666F9D8245C47363674DB8" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized</link:label>
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A_label_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized" xlink:label="loc_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A" xlink:to="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_7B4F75A93AA21874B5AFC47363676E7A" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized, Period for Recognition</link:label>
    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53_label_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized, Period for Recognition</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1" xlink:label="loc_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53" xlink:to="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_9670D7772F41B68A4DFDC47363671A53" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5_verboseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Common Stock, Shares Authorized</link:label>
    <link:label id="lab_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5_label_en-US" xlink:label="lab_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Shares Authorized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesAuthorized" xlink:label="loc_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5" xlink:to="lab_us-gaap_CommonStockSharesAuthorized_F35B1FEA3CBB38611F4EC473636776F5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument Redemption [Table]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument Redemption [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionTable" xlink:label="loc_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389" xlink:to="lab_us-gaap_DebtInstrumentRedemptionTable_F09FB194EE2F4C12695AA72191AEF389" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior to January 15, 2021 - upon equity issuance</link:label>
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4_label_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period One, Upon Equity Issuance [Member]</link:label>
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4_documentation_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period One, Upon Equity Issuance [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember" xlink:label="loc_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:to="lab_clf_DebtInstrumentRedemptionPeriodOneUponEquityIssuanceMember_EF1DA9FF458071A43A6BA72191AE1DE4" xlink:type="arc" />
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D_terseLabel_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior to January 15, 2021, including premium</link:label>
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D_label_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period One, Including Premium [Member]</link:label>
    <link:label id="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D_documentation_en-US" xlink:label="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period One, Including Premium [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember" xlink:label="loc_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:to="lab_clf_DebtInstrumentRedemptionPeriodOneIncludingPremiumMember_73E51EBC1EF679B5FD73A72191AE8A2D" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior to January 15, 2021</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period One [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodOneMember" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodOneMember_302E348B7C2C8AC83DCDA72191AE29BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Beginning on January 15, 2021</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period Two [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodTwoMember" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodTwoMember_7B22D45AA242019DF057A72191AE9E7E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Beginning on January 15, 2022</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period Three [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodThreeMember" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodThreeMember_C707F60AC0F0BD452BDCA72191AE4A69" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Beginning on January 15, 2023</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption, Period Four [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodFourMember" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPeriodFourMember_A017EECDD87387D5BEEFA72191AE8483" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption [Line Items]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionLineItems" xlink:label="loc_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C" xlink:to="lab_us-gaap_DebtInstrumentRedemptionLineItems_118DE194B3F3ED1B0902A72191AE1D5C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemption Price</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption Price, Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPricePercentage" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_AFA438CE4D0BFB7B0B8AA72191AEEC20" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted Amount (percent of original aggregate principal)</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Redemption Price, Percentage of Principal Amount Redeemed</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6" xlink:to="lab_us-gaap_DebtInstrumentRedemptionPricePercentageOfPrincipalAmountRedeemed_D714A2F936A5CA365995A72191AE22D6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Derivative Instruments In Statement Of Financial Position, Fair Value</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Derivative Instruments in Statement of Financial Position, Fair Value [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock" xlink:label="loc_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B" xlink:to="lab_us-gaap_ScheduleOfDerivativeInstrumentsInStatementOfFinancialPositionFairValueTextBlock_00E9D494FBB53E9D4CB6C8557F50ED7B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Notional Amounts of Outstanding Derivative Positions [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Notional Amounts of Outstanding Derivative Positions [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C" xlink:to="lab_us-gaap_ScheduleOfNotionalAmountsOfOutstandingDerivativePositionsTableTextBlock_5BFEEB7A9F2A6A39E4C7C8557F50D87C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Derivatives Not Designated As Hedging Instruments Statements Of Financial Performance Location Table</link:label>
    <link:label id="lab_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26_label_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivatives Not Designated as Hedging Instruments [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26" xlink:to="lab_us-gaap_ScheduleOfOtherDerivativesNotDesignatedAsHedgingInstrumentsStatementsOfFinancialPerformanceAndFinancialPositionLocationTableTextBlock_4983CD0D55B1C10766DAC8557F505B26" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_40522787294A99F4C38FFBED8E6B6D6A_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_40522787294A99F4C38FFBED8E6B6D6A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Acquired through business combinations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets" xlink:label="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_40522787294A99F4C38FFBED8E6B6D6A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_40522787294A99F4C38FFBED8E6B6D6A" xlink:to="lab_us-gaap_DefinedBenefitPlanBusinessCombinationsAndAcquisitionsPlanAssets_40522787294A99F4C38FFBED8E6B6D6A" xlink:type="arc" />
    <link:label id="lab_clf_HibbingMember_E54DB9E4AFDA5424787CC8557E273AC5_verboseLabel_en-US" xlink:label="lab_clf_HibbingMember_E54DB9E4AFDA5424787CC8557E273AC5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Joint Venture Partners [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_HibbingMember" xlink:label="loc_clf_HibbingMember_E54DB9E4AFDA5424787CC8557E273AC5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_HibbingMember_E54DB9E4AFDA5424787CC8557E273AC5" xlink:to="lab_clf_HibbingMember_E54DB9E4AFDA5424787CC8557E273AC5" xlink:type="arc" />
    <link:label id="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42_terseLabel_en-US" xlink:label="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number Of Mines</link:label>
    <link:label id="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42_label_en-US" xlink:label="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Mines</link:label>
    <link:label id="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42_documentation_en-US" xlink:label="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of mines</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NumberOfMines" xlink:label="loc_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:to="lab_clf_NumberOfMines_BF25E1B117D172255972C8557E279F42" xlink:type="arc" />
    <link:label id="lab_us-gaap_DueToRelatedPartiesCurrent_B616850F569C4F6015F9C8557E27ABB4_terseLabel_en-US" xlink:label="lab_us-gaap_DueToRelatedPartiesCurrent_B616850F569C4F6015F9C8557E27ABB4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due to Related Parties, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DueToRelatedPartiesCurrent" xlink:label="loc_us-gaap_DueToRelatedPartiesCurrent_B616850F569C4F6015F9C8557E27ABB4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DueToRelatedPartiesCurrent_B616850F569C4F6015F9C8557E27ABB4" xlink:to="lab_us-gaap_DueToRelatedPartiesCurrent_B616850F569C4F6015F9C8557E27ABB4" xlink:type="arc" />
    <link:label id="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9_terseLabel_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Number Of Installment Payments</link:label>
    <link:label id="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9_label_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Number Of Installment Payments</link:label>
    <link:label id="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9_documentation_en-US" xlink:label="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Noncontrolling Interest Purchase, Number Of Installment Payments</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments" xlink:label="loc_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:to="lab_clf_NoncontrollingInterestPurchaseNumberOfInstallmentPayments_BB29233EFDCA5C323722C8557E27F3A9" xlink:type="arc" />
    <link:label id="lab_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred Class B [Member]</link:label>
    <link:label id="lab_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472_label_en-US" xlink:label="lab_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Class B [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredClassBMember" xlink:label="loc_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472" xlink:to="lab_us-gaap_PreferredClassBMember_3AEB4F73D617F2ECCA3FBEFD01A99472" xlink:type="arc" />
    <link:label id="lab_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred stock, par value</link:label>
    <link:label id="lab_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159_label_en-US" xlink:label="lab_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Stock, Par or Stated Value Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockParOrStatedValuePerShare" xlink:label="loc_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159" xlink:to="lab_us-gaap_PreferredStockParOrStatedValuePerShare_DC6FD723D2212F5DF68ABEFD01AA0159" xlink:type="arc" />
    <link:label id="lab_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred stock, shares authorized (in shares)</link:label>
    <link:label id="lab_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504_label_en-US" xlink:label="lab_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Stock, Shares Authorized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockSharesAuthorized" xlink:label="loc_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504" xlink:to="lab_us-gaap_PreferredStockSharesAuthorized_F31465B532E7EB937EC1BEFD01AA0504" xlink:type="arc" />
    <link:label id="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81_terseLabel_en-US" xlink:label="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred stock, issued and outstanding (in shares)</link:label>
    <link:label id="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81_label_en-US" xlink:label="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Preferred Shares, Issued and Outstanding, Shares</link:label>
    <link:label id="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81_documentation_en-US" xlink:label="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Preferred Shares, Issued and Outstanding, Shares</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_PreferredSharesIssuedAndOutstandingShares" xlink:label="loc_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:to="lab_clf_PreferredSharesIssuedAndOutstandingShares_E5D5AC056F21DD7E87D2BEFD01ABCA81" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesAuthorized_B938010A9E1977C89743BEFD01ABA077_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesAuthorized_B938010A9E1977C89743BEFD01ABA077" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common shares, authorized (in shares)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesAuthorized" xlink:label="loc_us-gaap_CommonStockSharesAuthorized_B938010A9E1977C89743BEFD01ABA077" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesAuthorized_B938010A9E1977C89743BEFD01ABA077" xlink:to="lab_us-gaap_CommonStockSharesAuthorized_B938010A9E1977C89743BEFD01ABA077" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_7817AF3625FB3278DC23BEFD01AB2736_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding_7817AF3625FB3278DC23BEFD01AB2736" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common shares, outstanding (in shares)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesOutstanding" xlink:label="loc_us-gaap_CommonStockSharesOutstanding_7817AF3625FB3278DC23BEFD01AB2736" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesOutstanding_7817AF3625FB3278DC23BEFD01AB2736" xlink:to="lab_us-gaap_CommonStockSharesOutstanding_7817AF3625FB3278DC23BEFD01AB2736" xlink:type="arc" />
    <link:label id="lab_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4_terseLabel_en-US" xlink:label="lab_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common shares in treasury</link:label>
    <link:label id="lab_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4_label_en-US" xlink:label="lab_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Treasury Stock, Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TreasuryStockShares" xlink:label="loc_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4" xlink:to="lab_us-gaap_TreasuryStockShares_C069C957D192C491ABA9BEFD01AB60A4" xlink:type="arc" />
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC_terseLabel_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Axis]</link:label>
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC_label_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Axis]</link:label>
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC_documentation_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis" xlink:label="loc_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:to="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputAxis_1002C895989EA580C9C0C9808DF5BFFC" xlink:type="arc" />
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29_terseLabel_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Domain]</link:label>
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29_label_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Domain]</link:label>
    <link:label id="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29_documentation_en-US" xlink:label="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value Of Assets And Liabilities Measure On Unobservable Input [Domain]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain" xlink:label="loc_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:to="lab_clf_FairValueOfAssetsAndLiabilitiesMeasureOnUnobservableInputDomain_B8D6DCA6D3B5BC6CE59DC9808DF5FB29" xlink:type="arc" />
    <link:label id="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3_terseLabel_en-US" xlink:label="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer's Hot-Rolled Steel Estimate [Member]</link:label>
    <link:label id="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3_label_en-US" xlink:label="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hot-Rolled Steel Estimate [Member]</link:label>
    <link:label id="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3_documentation_en-US" xlink:label="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hot-Rolled Steel Estimate [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_HotRolledSteelEstimateMember" xlink:label="loc_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:to="lab_clf_HotRolledSteelEstimateMember_8C643D90519722EF8ED7C9808DF50AF3" xlink:type="arc" />
    <link:label id="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3_terseLabel_en-US" xlink:label="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Managements Estimate Of 62% Fe [Member]</link:label>
    <link:label id="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3_label_en-US" xlink:label="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Managements Estimate Of Sixty Two Percent [Member]</link:label>
    <link:label id="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3_documentation_en-US" xlink:label="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Managements Estimate Of Sixty Two Percent [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ManagementsEstimateOfSixtyTwoPercentMember" xlink:label="loc_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:to="lab_clf_ManagementsEstimateOfSixtyTwoPercentMember_58ED3589980DE349B945C9808DF5F7B3" xlink:type="arc" />
    <link:label id="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9_terseLabel_en-US" xlink:label="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value measurement with unobservable inputs derivative asset range</link:label>
    <link:label id="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9_label_en-US" xlink:label="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurement With Unobservable Inputs Derivative Asset Range</link:label>
    <link:label id="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9_documentation_en-US" xlink:label="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair value measurement with unobservable inputs derivative asset range</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange" xlink:label="loc_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:to="lab_clf_FairValueMeasurementWithUnobservableInputsDerivativeAssetRange_29B2762BDC2264E31085C9808DF516A9" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Inventories</link:label>
    <link:label id="lab_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4_label_en-US" xlink:label="lab_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryDisclosureTextBlock" xlink:label="loc_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4" xlink:to="lab_us-gaap_InventoryDisclosureTextBlock_2EF436FEB1A0A4970B077FFA7544D4D4" xlink:type="arc" />
    <link:label id="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C_terseLabel_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reimbursement Revenue, by Type [Axis]</link:label>
    <link:label id="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C_label_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reimbursement Revenue, by Type [Axis]</link:label>
    <link:label id="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C_documentation_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reimbursement Revenue, by Type [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReimbursementRevenueByTypeAxis" xlink:label="loc_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:to="lab_clf_ReimbursementRevenueByTypeAxis_0B858A6083AF2BF2FBE9C488E999552C" xlink:type="arc" />
    <link:label id="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0_terseLabel_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reimbursement Revenue, by Type [Domain]</link:label>
    <link:label id="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0_label_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reimbursement Revenue, by Type [Domain]</link:label>
    <link:label id="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0_documentation_en-US" xlink:label="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Reimbursement Revenue, by Type [Axis]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_ReimbursementRevenueByTypeDomain" xlink:label="loc_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:to="lab_clf_ReimbursementRevenueByTypeDomain_745CED1EA7D18D7EB45EC488E99998A0" xlink:type="arc" />
    <link:label id="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1_terseLabel_en-US" xlink:label="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Freight Revenue [Member]</link:label>
    <link:label id="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1_label_en-US" xlink:label="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Freight Revenue [Member]</link:label>
    <link:label id="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1_documentation_en-US" xlink:label="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Freight Revenue [Member]</link:label>
    <link:loc xlink:href="clf-20181231.xsd#clf_FreightRevenueMember" xlink:label="loc_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:to="lab_clf_FreightRevenueMember_8A9AAAF420656DC2064CC488E999B5F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811_terseLabel_en-US" xlink:label="lab_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Co-venturer [Member]</link:label>
    <link:label id="lab_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811_label_en-US" xlink:label="lab_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Co-venturer [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CoVenturerMember" xlink:label="loc_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811" xlink:to="lab_us-gaap_CoVenturerMember_FFEC73E0C0C5FF63A640C488E99D8811" xlink:type="arc" />
    <link:label id="lab_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100_terseLabel_en-US" xlink:label="lab_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land Rights</link:label>
    <link:label id="lab_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100_label_en-US" xlink:label="lab_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Land</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Land" xlink:label="loc_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100" xlink:to="lab_us-gaap_Land_02E95C71BC5EF2870281FBED85DF4100" xlink:type="arc" />
    <link:label id="lab_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87_terseLabel_en-US" xlink:label="lab_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mineral Rights [Abstract]</link:label>
    <link:label id="lab_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87_label_en-US" xlink:label="lab_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mineral Properties, Net [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MineralPropertiesNetAbstract" xlink:label="loc_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87" xlink:to="lab_us-gaap_MineralPropertiesNetAbstract_5115DA2DAB31C84E514BFBED85DF3A87" xlink:type="arc" />
    <link:label id="lab_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941_terseLabel_en-US" xlink:label="lab_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mineral Properties, Gross</link:label>
    <link:label id="lab_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941_label_en-US" xlink:label="lab_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mineral Properties, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MineralPropertiesGross" xlink:label="loc_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941" xlink:to="lab_us-gaap_MineralPropertiesGross_EBF2224617B4BE6D9E2BFBED85E0B941" xlink:type="arc" />
    <link:label id="lab_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Mineral Properties, Accumulated Depletion</link:label>
    <link:label id="lab_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507_label_en-US" xlink:label="lab_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mineral Properties, Accumulated Depletion</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MineralPropertiesAccumulatedDepletion" xlink:label="loc_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507" xlink:to="lab_us-gaap_MineralPropertiesAccumulatedDepletion_DACA28C99202C6793797FBED85E09507" xlink:type="arc" />
    <link:label id="lab_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2_terseLabel_en-US" xlink:label="lab_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mineral Properties, Net</link:label>
    <link:label id="lab_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2_label_en-US" xlink:label="lab_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mineral Properties, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MineralPropertiesNet" xlink:label="loc_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2" xlink:to="lab_us-gaap_MineralPropertiesNet_A82E9D0ED36A88DA68BAFBED85E01FB2" xlink:type="arc" />
  </link:labelLink>
</link:linkbase>


