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    <link:label id="lab_srt_MortgageLoansOnRealEstateAbstract_DDE92445F6B0A29870B61773C750AD77_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateAbstract_DDE92445F6B0A29870B61773C750AD77" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Abstract]</link:label>
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    <link:label id="lab_srt_MortgageLoansOnRealEstateLoanTypeAxis_8080052879AD82FF3F431773C751CFBA_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLoanTypeAxis_8080052879AD82FF3F431773C751CFBA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Type [Axis]</link:label>
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    <link:label id="lab_ladr_MezzanineLoanMember_819428D9DE9B871554B71773C75322A4_terseLabel_en-US" xlink:label="lab_ladr_MezzanineLoanMember_819428D9DE9B871554B71773C75322A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mezzanine loans</link:label>
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    <link:label id="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8_terseLabel_en-US" xlink:label="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">First mortgage loans</link:label>
    <link:label id="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8_label_en-US" xlink:label="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">First Mortgage Held-for-sale [Member]</link:label>
    <link:label id="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8_documentation_en-US" xlink:label="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Loan secured by real property that has a first (highest) lien on such property in the event of default by the borrower and is held for sale by the entity.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FirstMortgageHeldForSaleMember" xlink:label="loc_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:to="lab_ladr_FirstMortgageHeldForSaleMember_8CD70EBE7EA302F6F7981773C754EAF8" xlink:type="arc" />
    <link:label id="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B_terseLabel_en-US" xlink:label="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage loan receivables held for sale</link:label>
    <link:label id="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B_label_en-US" xlink:label="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mortgage Loan Receivables Held-for-sale [Member]</link:label>
    <link:label id="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B_documentation_en-US" xlink:label="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the mortgage loans receivable held for sale.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MortgageLoanReceivablesHeldForSaleMember" xlink:label="loc_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:to="lab_ladr_MortgageLoanReceivablesHeldForSaleMember_879F6B6CFF1ABF80F58C1773C754305B" xlink:type="arc" />
    <link:label id="lab_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533_verboseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateLineItems" xlink:label="loc_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533" xlink:to="lab_srt_MortgageLoansOnRealEstateLineItems_AF7B8D76549D6FD6DEF11773C754F533" xlink:type="arc" />
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169_terseLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Realized gain on sale of mortgage loan receivables</link:label>
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169_label_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Foreclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstateForeclosures" xlink:label="loc_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169" xlink:to="lab_us-gaap_MortgageLoansOnRealEstateForeclosures_00624F59DED76DC32B8917776E8D1169" xlink:type="arc" />
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32_periodStartLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Mortgage loans held by consolidated subsidiaries, beginning balance</link:label>
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32_label_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstate" xlink:label="loc_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32" xlink:to="lab_us-gaap_MortgageLoansOnRealEstate_D442A2B3E4278FFBDA3D1773C755CD32" xlink:type="arc" />
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D_terseLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Origination of mortgage loan receivables</link:label>
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D_label_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, New Mortgage Loan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstateNewMortgageLoans" xlink:label="loc_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D" xlink:to="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_F733D4914B3DED23A3391773C7550B6D" xlink:type="arc" />
    <link:label id="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51_terseLabel_en-US" xlink:label="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Purchases of mortgage loan receivables</link:label>
    <link:label id="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51_label_en-US" xlink:label="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mortgage Loans on Real Estate, Purchases of Mortgage Loans</link:label>
    <link:label id="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51_documentation_en-US" xlink:label="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mortgage Loans on Real Estate, Purchases of Mortgage Loans</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans" xlink:label="loc_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:to="lab_ladr_MortgageLoansonRealEstatePurchasesofMortgageLoans_24A3161F6E82D7680C671773C7552A51" xlink:type="arc" />
    <link:label id="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA_negatedTerseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sales of mortgage loan receivables(3)</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Collections of Principal</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateCollectionsOfPrincipal" xlink:label="loc_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA" xlink:to="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_77A8D0BCB0E3977156861773C75546BA" xlink:type="arc" />
    <link:label id="lab_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Sale of loans, net</link:label>
    <link:label id="lab_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E_label_en-US" xlink:label="lab_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gain (Loss) on Sales of Loans, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainLossOnSalesOfLoansNet" xlink:label="loc_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E" xlink:to="lab_us-gaap_GainLossOnSalesOfLoansNet_D370B8DD1054B06903C81773C756308E" xlink:type="arc" />
    <link:label id="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C_negatedTerseLabel_en-US" xlink:label="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Transfer between held for investment and held for sale</link:label>
    <link:label id="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C_label_en-US" xlink:label="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Transfer To (From) Loans Held-for-sale to Portfolio Loans</link:label>
    <link:label id="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C_documentation_en-US" xlink:label="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Transfer To (From) Loans Held-for-sale to Portfolio Loans</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_TransferToFromLoansHeldforsaletoPortfolioLoans" xlink:label="loc_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:to="lab_ladr_TransferToFromLoansHeldforsaletoPortfolioLoans_1CCC10F4DD5E82EA05231773C757460C" xlink:type="arc" />
    <link:label id="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A_negatedLabel_en-US" xlink:label="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Accretion/amortization of discount, premium and other fees</link:label>
    <link:label id="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A_label_en-US" xlink:label="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mortgage Loans on Real Estate Accretion Amortization of Discounts Premiums and Other Fees on Mortgage Loans</link:label>
    <link:label id="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A_documentation_en-US" xlink:label="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of accretion/ amortization of discount, premium and other fees on mortgage loans on real estate accreted/ amortized during the reporting period.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans" xlink:label="loc_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:to="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_A7179F65FE8DE26D1F6F1773C757E71A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70_terseLabel_en-US" xlink:label="lab_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Provision for loan and lease losses</link:label>
    <link:label id="lab_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70_label_en-US" xlink:label="lab_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provision for Loan and Lease Losses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProvisionForLoanAndLeaseLosses" xlink:label="loc_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70" xlink:to="lab_us-gaap_ProvisionForLoanAndLeaseLosses_BE9A7657465A7B0555B41773C7577E70" xlink:type="arc" />
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstate_18229B9EE1D17ABB11001773C7577652_periodEndLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstate_18229B9EE1D17ABB11001773C7577652" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Mortgage loans held by consolidated subsidiaries, ending balance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstate" xlink:label="loc_us-gaap_MortgageLoansOnRealEstate_18229B9EE1D17ABB11001773C7577652" xlink:type="locator" />
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_RockfordMinnesotaMember" xlink:label="loc_ladr_RockfordMinnesotaMember_9D6C8BA92EA230707C2F30B0D46E7D0E" xlink:type="locator" />
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    <link:label id="lab_ladr_WintersetIowaMember_629A43EC69DCD400904630B0D46E7ACD_documentation_en-US" xlink:label="lab_ladr_WintersetIowaMember_629A43EC69DCD400904630B0D46E7ACD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Winterset, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WintersetIowaMember" xlink:label="loc_ladr_WintersetIowaMember_629A43EC69DCD400904630B0D46E7ACD" xlink:type="locator" />
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    <link:label id="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045_terseLabel_en-US" xlink:label="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Kawkawlin, MI</link:label>
    <link:label id="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045_label_en-US" xlink:label="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Kawkawlin, Michigan [Member]</link:label>
    <link:label id="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045_documentation_en-US" xlink:label="lab_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Kawkawlin, Michigan [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_KawkawlinMichiganMember" xlink:label="loc_ladr_KawkawlinMichiganMember_F19471552FC81FEC64D530B0D46E8045" xlink:type="locator" />
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    <link:label id="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0_terseLabel_en-US" xlink:label="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aroma Park, IL</link:label>
    <link:label id="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0_label_en-US" xlink:label="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Aroma Park, Illinois [Member]</link:label>
    <link:label id="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0_documentation_en-US" xlink:label="lab_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Aroma Park, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AromaParkIllinoisMember" xlink:label="loc_ladr_AromaParkIllinoisMember_245B07547A52149E5D3030B0D46F83E0" xlink:type="locator" />
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    <link:label id="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980_terseLabel_en-US" xlink:label="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">East Peoria, IL</link:label>
    <link:label id="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980_label_en-US" xlink:label="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">East Peoria, Illinois [Member]</link:label>
    <link:label id="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980_documentation_en-US" xlink:label="lab_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">East Peoria, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_EastPeoriaIllinoisMember" xlink:label="loc_ladr_EastPeoriaIllinoisMember_88A6DB1A966746BF073B30B0D46F0980" xlink:type="locator" />
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    <link:label id="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930_terseLabel_en-US" xlink:label="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Milford, IA</link:label>
    <link:label id="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930_label_en-US" xlink:label="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Milford, Iowa [Member]</link:label>
    <link:label id="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930_documentation_en-US" xlink:label="lab_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Milford, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MilfordIowaMember" xlink:label="loc_ladr_MilfordIowaMember_7FF0305CCB5CF2374CF030B0D46F3930" xlink:type="locator" />
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    <link:label id="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E_terseLabel_en-US" xlink:label="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jefferson City, MO</link:label>
    <link:label id="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E_label_en-US" xlink:label="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jefferson City, Missouri [Member]</link:label>
    <link:label id="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E_documentation_en-US" xlink:label="lab_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jefferson City, Missouri [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JeffersonCityMissouriMember" xlink:label="loc_ladr_JeffersonCityMissouriMember_38F8078FE6FE683745AC30B0D46F186E" xlink:type="locator" />
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    <link:label id="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913_terseLabel_en-US" xlink:label="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Denver, IA</link:label>
    <link:label id="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913_label_en-US" xlink:label="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Denver, Iowa [Member]</link:label>
    <link:label id="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913_documentation_en-US" xlink:label="lab_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Denver, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DenverIowaMember" xlink:label="loc_ladr_DenverIowaMember_C90B74D3092C3EE8366730B0D46FA913" xlink:type="locator" />
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    <link:label id="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30_terseLabel_en-US" xlink:label="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Port O'Connor, TX</link:label>
    <link:label id="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30_label_en-US" xlink:label="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Port O'Connor, Texas [Member]</link:label>
    <link:label id="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30_documentation_en-US" xlink:label="lab_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Port O'Connor, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PortOConnorTexasMember" xlink:label="loc_ladr_PortOConnorTexasMember_8D046E57A8C697E409AE30B0D46FCB30" xlink:type="locator" />
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    <link:label id="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE_terseLabel_en-US" xlink:label="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wabasha, MN</link:label>
    <link:label id="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE_label_en-US" xlink:label="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Wabasha, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE_documentation_en-US" xlink:label="lab_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Wabasha, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WabashaMinnesotaMember" xlink:label="loc_ladr_WabashaMinnesotaMember_F03B2DD72668BE1271AF30B0D470F2FE" xlink:type="locator" />
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    <link:label id="lab_ladr_JacksonvilleFloridaMember_84451B82042737B7733030B0D470EFCA_label_en-US" xlink:label="lab_ladr_JacksonvilleFloridaMember_84451B82042737B7733030B0D470EFCA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jacksonville, Florida [Member]</link:label>
    <link:label id="lab_ladr_JacksonvilleFloridaMember_84451B82042737B7733030B0D470EFCA_documentation_en-US" xlink:label="lab_ladr_JacksonvilleFloridaMember_84451B82042737B7733030B0D470EFCA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jacksonville, Florida [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JacksonvilleFloridaMember" xlink:label="loc_ladr_JacksonvilleFloridaMember_84451B82042737B7733030B0D470EFCA" xlink:type="locator" />
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    <link:label id="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125_terseLabel_en-US" xlink:label="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shelbyville, IL</link:label>
    <link:label id="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125_label_en-US" xlink:label="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Shelbyville, Illinois [Member]</link:label>
    <link:label id="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125_documentation_en-US" xlink:label="lab_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Shelbyville, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ShelbyvilleIllinoisMember" xlink:label="loc_ladr_ShelbyvilleIllinoisMember_1FC1BA2A8BA326EA657230B0D4705125" xlink:type="locator" />
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    <link:label id="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A_terseLabel_en-US" xlink:label="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jessup, IA</link:label>
    <link:label id="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A_label_en-US" xlink:label="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jesup, Iowa [Member]</link:label>
    <link:label id="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A_documentation_en-US" xlink:label="lab_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jesup, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JesupIowaMember" xlink:label="loc_ladr_JesupIowaMember_799E99CC6854365D49A730B0D4701D4A" xlink:type="locator" />
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    <link:label id="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122_terseLabel_en-US" xlink:label="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hanna City, IL</link:label>
    <link:label id="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122_label_en-US" xlink:label="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hanna City, Illinois [Member]</link:label>
    <link:label id="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122_documentation_en-US" xlink:label="lab_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hanna City, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_HannaCityIllinoisMember" xlink:label="loc_ladr_HannaCityIllinoisMember_CFF7928BEBB4CCB682F230B0D4709122" xlink:type="locator" />
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    <link:label id="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C_terseLabel_en-US" xlink:label="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ridgedale, MO</link:label>
    <link:label id="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C_label_en-US" xlink:label="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ridgedale, Missouri [Member]</link:label>
    <link:label id="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C_documentation_en-US" xlink:label="lab_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ridgedale, Missouri [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RidgedaleMissouriMember" xlink:label="loc_ladr_RidgedaleMissouriMember_7B8C7967505392AC54AD30B0D470738C" xlink:type="locator" />
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    <link:label id="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625_terseLabel_en-US" xlink:label="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Peoria, IL</link:label>
    <link:label id="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625_label_en-US" xlink:label="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Peoria, Illinois [Member]</link:label>
    <link:label id="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625_documentation_en-US" xlink:label="lab_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Peoria, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PeoriaIllinoisMember" xlink:label="loc_ladr_PeoriaIllinoisMember_9FC7F643A6A4D1BC75FB30B0D471D625" xlink:type="locator" />
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    <link:label id="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A_terseLabel_en-US" xlink:label="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carmi, IL</link:label>
    <link:label id="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A_label_en-US" xlink:label="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Carmi, Illinois [Member]</link:label>
    <link:label id="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A_documentation_en-US" xlink:label="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carmi, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CarmiIllinoisMember" xlink:label="loc_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:to="lab_ladr_CarmiIllinoisMember_1505EFB85B61D25EB80130B0D471DB0A" xlink:type="arc" />
    <link:label id="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED_terseLabel_en-US" xlink:label="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Springfield, IL</link:label>
    <link:label id="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED_label_en-US" xlink:label="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Springfield, Illinois [Member]</link:label>
    <link:label id="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED_documentation_en-US" xlink:label="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Springfield, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SpringfieldIllinoisMember" xlink:label="loc_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:to="lab_ladr_SpringfieldIllinoisMember_9079472B12F187844EE630B0D471A6ED" xlink:type="arc" />
    <link:label id="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217_terseLabel_en-US" xlink:label="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fayetteville, NC</link:label>
    <link:label id="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217_label_en-US" xlink:label="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fayetteville, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217_documentation_en-US" xlink:label="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fayetteville, North Carolina</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FayettevilleNorthCarolinaMember" xlink:label="loc_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:to="lab_ladr_FayettevilleNorthCarolinaMember_A2E267EED98473333D7530B0D4714217" xlink:type="arc" />
    <link:label id="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945_terseLabel_en-US" xlink:label="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in Dryden Township, MI</link:label>
    <link:label id="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945_label_en-US" xlink:label="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dryden, Michigan [Member]</link:label>
    <link:label id="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945_documentation_en-US" xlink:label="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Dryden, Michigan</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DrydenMichiganMember" xlink:label="loc_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:to="lab_ladr_DrydenMichiganMember_BF4EEBA1C428340B24EE30B0D4710945" xlink:type="arc" />
    <link:label id="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D_terseLabel_en-US" xlink:label="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lamar, MO</link:label>
    <link:label id="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D_label_en-US" xlink:label="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lamar, Missouri [Member]</link:label>
    <link:label id="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D_documentation_en-US" xlink:label="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lamar, Missouri</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LamarMissouriMember" xlink:label="loc_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:to="lab_ladr_LamarMissouriMember_614138125417C67F36D830B0D473D27D" xlink:type="arc" />
    <link:label id="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D_terseLabel_en-US" xlink:label="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Union, MO</link:label>
    <link:label id="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D_label_en-US" xlink:label="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Union, Missouri [Member]</link:label>
    <link:label id="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D_documentation_en-US" xlink:label="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Union, Missouri</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_UnionMissouriMember" xlink:label="loc_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:to="lab_ladr_UnionMissouriMember_A7A9A824D3FADAF249EF30B0D473C45D" xlink:type="arc" />
    <link:label id="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF_terseLabel_en-US" xlink:label="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pawnee, IL</link:label>
    <link:label id="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF_label_en-US" xlink:label="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pawnee, Illinois [Member]</link:label>
    <link:label id="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF_documentation_en-US" xlink:label="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pawnee, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PawneeIllinoisMember" xlink:label="loc_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:to="lab_ladr_PawneeIllinoisMember_7D1CAB624A4C8F7AB1A530B0D473CBFF" xlink:type="arc" />
    <link:label id="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F_terseLabel_en-US" xlink:label="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Linn, MO</link:label>
    <link:label id="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F_label_en-US" xlink:label="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Linn, Missouri [Member]</link:label>
    <link:label id="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F_documentation_en-US" xlink:label="lab_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Linn, Missouri</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LinnMissouriMember" xlink:label="loc_ladr_LinnMissouriMember_712B25BA2D7BE1285F6A30B0D474762F" xlink:type="locator" />
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    <link:label id="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A_terseLabel_en-US" xlink:label="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cape Girardeau, MO</link:label>
    <link:label id="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A_label_en-US" xlink:label="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cape Girardeau, Missouri [Member]</link:label>
    <link:label id="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A_documentation_en-US" xlink:label="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cape Girardeau, Missouri</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CapeGirardeauMissouriMember" xlink:label="loc_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:to="lab_ladr_CapeGirardeauMissouriMember_1E4461740A509C89430A30B0D4743E3A" xlink:type="arc" />
    <link:label id="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9_terseLabel_en-US" xlink:label="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in Decatur-Pershing, IL</link:label>
    <link:label id="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9_label_en-US" xlink:label="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Decatur, Illinois One [Member]</link:label>
    <link:label id="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9_documentation_en-US" xlink:label="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Decatur, Illinois One</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DecaturIllinoisOneMember" xlink:label="loc_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:to="lab_ladr_DecaturIllinoisOneMember_8E257C6C9B6ADAB7D38330B0D474F7B9" xlink:type="arc" />
    <link:label id="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5_terseLabel_en-US" xlink:label="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rantoul, IL</link:label>
    <link:label id="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5_label_en-US" xlink:label="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rantoul, Illinois [Member]</link:label>
    <link:label id="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5_documentation_en-US" xlink:label="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rantoul, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RantoulIllinoisMember" xlink:label="loc_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:to="lab_ladr_RantoulIllinoisMember_47EE0D37CFFBB597B63730B0D4743BA5" xlink:type="arc" />
    <link:label id="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08_terseLabel_en-US" xlink:label="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Flora Vista, NM</link:label>
    <link:label id="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08_label_en-US" xlink:label="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Flora Vista, New Mexico [Member]</link:label>
    <link:label id="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08_documentation_en-US" xlink:label="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Flora Vista, New Mexico</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FloraVistaNewMexicoMember" xlink:label="loc_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:to="lab_ladr_FloraVistaNewMexicoMember_4C23042D9FAE7127F5B330B0D474BF08" xlink:type="arc" />
    <link:label id="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B_terseLabel_en-US" xlink:label="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mountain Grove, MO</link:label>
    <link:label id="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B_label_en-US" xlink:label="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mountain Grove, Missouri [Member]</link:label>
    <link:label id="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B_documentation_en-US" xlink:label="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mountain Grove, Missouri</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MountainGroveMissouriMember" xlink:label="loc_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:to="lab_ladr_MountainGroveMissouriMember_28985B49F95C39D0E8A230B0D474FD0B" xlink:type="arc" />
    <link:label id="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09_terseLabel_en-US" xlink:label="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in Decatur-Sunnyside, IL</link:label>
    <link:label id="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09_label_en-US" xlink:label="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Decatur, Illinois Two [Member]</link:label>
    <link:label id="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09_documentation_en-US" xlink:label="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Decatur, Illinois Two</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DecaturIllinoisTwoMember" xlink:label="loc_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:to="lab_ladr_DecaturIllinoisTwoMember_80720ACA4CAF3E695B9C30B0D475DE09" xlink:type="arc" />
    <link:label id="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7_terseLabel_en-US" xlink:label="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Champaign, IL</link:label>
    <link:label id="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7_label_en-US" xlink:label="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Champaign, Illinois [Member]</link:label>
    <link:label id="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7_documentation_en-US" xlink:label="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Champaign, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ChampaignIllinoisMember" xlink:label="loc_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:to="lab_ladr_ChampaignIllinoisMember_51009C3CB5D2F924B29B30B0D47514A7" xlink:type="arc" />
    <link:label id="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D_terseLabel_en-US" xlink:label="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in San Antonio, TX</link:label>
    <link:label id="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D_label_en-US" xlink:label="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">San Antonio, Texas [Member]</link:label>
    <link:label id="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D_documentation_en-US" xlink:label="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">San Antonio, Texas</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SanAntonioTexasMember" xlink:label="loc_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:to="lab_ladr_SanAntonioTexasMember_30348F6DAD96AE2F660C30B0D475107D" xlink:type="arc" />
    <link:label id="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896_terseLabel_en-US" xlink:label="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in Borger, TX</link:label>
    <link:label id="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896_label_en-US" xlink:label="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Borger, Texas [Member]</link:label>
    <link:label id="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896_documentation_en-US" xlink:label="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Borger, Texas</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BorgerTexasMember" xlink:label="loc_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:to="lab_ladr_BorgerTexasMember_6DF0EA029A5A5A78D6C330B0D4758896" xlink:type="arc" />
    <link:label id="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B_terseLabel_en-US" xlink:label="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Property in Dimmitt, TX</link:label>
    <link:label id="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B_label_en-US" xlink:label="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dimmitt, Texas [Member]</link:label>
    <link:label id="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B_documentation_en-US" xlink:label="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Dimmitt, Texas</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DimmittTexasMember" xlink:label="loc_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:to="lab_ladr_DimmittTexasMember_9F13F40FD60F03C785FF30B0D475172B" xlink:type="arc" />
    <link:label id="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413_terseLabel_en-US" xlink:label="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">St. Charles, Minnesota</link:label>
    <link:label id="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413_label_en-US" xlink:label="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">St. Charles, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413_documentation_en-US" xlink:label="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">St. Charles, Minnesota</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_St.CharlesMinnesotaMember" xlink:label="loc_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:to="lab_ladr_St.CharlesMinnesotaMember_2A6BC160C422F9A1AD2C30B0D4751413" xlink:type="arc" />
    <link:label id="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3_terseLabel_en-US" xlink:label="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Philo, Illinois</link:label>
    <link:label id="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3_label_en-US" xlink:label="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Philo, Illinois [Member]</link:label>
    <link:label id="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3_documentation_en-US" xlink:label="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Philo, Illinois</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PhiloIllinoisMember" xlink:label="loc_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:to="lab_ladr_PhiloIllinoisMember_9F3FC94FAC60280557D230B0D476E7E3" xlink:type="arc" />
    <link:label id="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112_terseLabel_en-US" xlink:label="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Radford, Virginia</link:label>
    <link:label id="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112_label_en-US" xlink:label="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Radford, Virginia [Member]</link:label>
    <link:label id="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112_documentation_en-US" xlink:label="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Radford, Virginia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RadfordVirginiaMember" xlink:label="loc_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:to="lab_ladr_RadfordVirginiaMember_7EC5211152289427DEEF30B0D476B112" xlink:type="arc" />
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    <link:label id="lab_ladr_AlbionPennsylvaniaMember_8A4AF439BE293CEFC50130B0D4761D38_label_en-US" xlink:label="lab_ladr_AlbionPennsylvaniaMember_8A4AF439BE293CEFC50130B0D4761D38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Albion, Pennsylvania [Member]</link:label>
    <link:label id="lab_ladr_AlbionPennsylvaniaMember_8A4AF439BE293CEFC50130B0D4761D38_documentation_en-US" xlink:label="lab_ladr_AlbionPennsylvaniaMember_8A4AF439BE293CEFC50130B0D4761D38" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Albion, Pennsylvania [Member]</link:label>
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    <link:label id="lab_ladr_MountVernonAlabamaMember_E484540FFCCD4AF853BD30B0D4760879_documentation_en-US" xlink:label="lab_ladr_MountVernonAlabamaMember_E484540FFCCD4AF853BD30B0D4760879" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mount Vernon, Alabama [Member]</link:label>
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    <link:label id="lab_ladr_MercedesTexasMember_6DAF458404878655887B30B0D477B978_documentation_en-US" xlink:label="lab_ladr_MercedesTexasMember_6DAF458404878655887B30B0D477B978" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mercedes, Texas [Member]</link:label>
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    <link:label id="lab_ladr_GordonvilleMissouriMember_D16EACDBF4899D6F532E30B0D4779D1B_label_en-US" xlink:label="lab_ladr_GordonvilleMissouriMember_D16EACDBF4899D6F532E30B0D4779D1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gordonville, Missouri [Member]</link:label>
    <link:label id="lab_ladr_GordonvilleMissouriMember_D16EACDBF4899D6F532E30B0D4779D1B_documentation_en-US" xlink:label="lab_ladr_GordonvilleMissouriMember_D16EACDBF4899D6F532E30B0D4779D1B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gordonville, Missouri [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GordonvilleMissouriMember" xlink:label="loc_ladr_GordonvilleMissouriMember_D16EACDBF4899D6F532E30B0D4779D1B" xlink:type="locator" />
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    <link:label id="lab_ladr_RiceMinnesotaMember_A90DD6EF771F380AB8BE30B0D4773935_label_en-US" xlink:label="lab_ladr_RiceMinnesotaMember_A90DD6EF771F380AB8BE30B0D4773935" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rice, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_RiceMinnesotaMember_A90DD6EF771F380AB8BE30B0D4773935_documentation_en-US" xlink:label="lab_ladr_RiceMinnesotaMember_A90DD6EF771F380AB8BE30B0D4773935" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rice, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RiceMinnesotaMember" xlink:label="loc_ladr_RiceMinnesotaMember_A90DD6EF771F380AB8BE30B0D4773935" xlink:type="locator" />
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    <link:label id="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C_terseLabel_en-US" xlink:label="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bixby, Oklahoma</link:label>
    <link:label id="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C_label_en-US" xlink:label="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bixby, Oklahoma [Member]</link:label>
    <link:label id="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C_documentation_en-US" xlink:label="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bixby, Oklahoma [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BixbyOklahomaMember" xlink:label="loc_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:to="lab_ladr_BixbyOklahomaMember_6738B588F961CFCA9DEA30B0D477C80C" xlink:type="arc" />
    <link:label id="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619_terseLabel_en-US" xlink:label="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Farmington, Illinois</link:label>
    <link:label id="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619_label_en-US" xlink:label="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Farmington, Illinois [Member]</link:label>
    <link:label id="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619_documentation_en-US" xlink:label="lab_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Farmington, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FarmingtonIllinoisMember" xlink:label="loc_ladr_FarmingtonIllinoisMember_0835EAAB1C9DE4B3C48830B0D4772619" xlink:type="locator" />
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    <link:label id="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67_terseLabel_en-US" xlink:label="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Grove, Oklahoma</link:label>
    <link:label id="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67_label_en-US" xlink:label="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Grove, Oklahoma [Member]</link:label>
    <link:label id="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67_documentation_en-US" xlink:label="lab_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Grove, Oklahoma [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GroveOklahomaMember" xlink:label="loc_ladr_GroveOklahomaMember_EE23D11E41F8CDEA762730B0D4778D67" xlink:type="locator" />
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    <link:label id="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394_terseLabel_en-US" xlink:label="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jenks, Oklahoma</link:label>
    <link:label id="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394_label_en-US" xlink:label="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jenks, Oklahoma [Member]</link:label>
    <link:label id="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394_documentation_en-US" xlink:label="lab_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jenks, Oklahoma [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JenksOklahomaMember" xlink:label="loc_ladr_JenksOklahomaMember_3621DB8CE3072C75C6F730B0D4780394" xlink:type="locator" />
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    <link:label id="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8_terseLabel_en-US" xlink:label="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bloomington, Illinois</link:label>
    <link:label id="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8_label_en-US" xlink:label="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bloomington, Illinois [Member]</link:label>
    <link:label id="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8_documentation_en-US" xlink:label="lab_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bloomington, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BloomingtonIllinoisMember" xlink:label="loc_ladr_BloomingtonIllinoisMember_1A8F4101197B41A4AF8E30B0D47849E8" xlink:type="locator" />
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    <link:label id="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70_terseLabel_en-US" xlink:label="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Montrose, Minnesota</link:label>
    <link:label id="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70_label_en-US" xlink:label="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Montrose, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70_documentation_en-US" xlink:label="lab_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Montrose, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MontroseMinnesotaMember" xlink:label="loc_ladr_MontroseMinnesotaMember_2F52DD352E0BBBB721FC30B0D4785E70" xlink:type="locator" />
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    <link:label id="lab_ladr_MoultrieGeorgiaMember_06EE6B386D820497754930B0D478507D_documentation_en-US" xlink:label="lab_ladr_MoultrieGeorgiaMember_06EE6B386D820497754930B0D478507D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Moultrie, Georgia [Member]</link:label>
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    <link:label id="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8_terseLabel_en-US" xlink:label="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Biscoe, North Carolina</link:label>
    <link:label id="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8_label_en-US" xlink:label="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Biscoe, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8_documentation_en-US" xlink:label="lab_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Biscoe, North Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BiscoeNorthCarolinaMember" xlink:label="loc_ladr_BiscoeNorthCarolinaMember_BD318A3BD22601BFFECC30B0D478D1C8" xlink:type="locator" />
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    <link:label id="lab_ladr_DeSotaIowaMemberMember_C3A332A2233FA39744D230B0D4782E7D_terseLabel_en-US" xlink:label="lab_ladr_DeSotaIowaMemberMember_C3A332A2233FA39744D230B0D4782E7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DeSotaIowaMember</link:label>
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    <link:label id="lab_ladr_DeSotaIowaMemberMember_C3A332A2233FA39744D230B0D4782E7D_documentation_en-US" xlink:label="lab_ladr_DeSotaIowaMemberMember_C3A332A2233FA39744D230B0D4782E7D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DeSotaIowaMember [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DeSotaIowaMemberMember" xlink:label="loc_ladr_DeSotaIowaMemberMember_C3A332A2233FA39744D230B0D4782E7D" xlink:type="locator" />
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    <link:label id="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7_terseLabel_en-US" xlink:label="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Kerrville, Texas</link:label>
    <link:label id="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7_label_en-US" xlink:label="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Kerrville, Texas [Member]</link:label>
    <link:label id="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7_documentation_en-US" xlink:label="lab_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Kerrville, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_KerrvilleTexasMember" xlink:label="loc_ladr_KerrvilleTexasMember_C06C15801AF00224E05F30B0D478D7C7" xlink:type="locator" />
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    <link:label id="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1_terseLabel_en-US" xlink:label="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Floresville, Texas</link:label>
    <link:label id="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1_label_en-US" xlink:label="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Floresville, Texas [Member]</link:label>
    <link:label id="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1_documentation_en-US" xlink:label="lab_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Floresville, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FloresvilleTexasMember" xlink:label="loc_ladr_FloresvilleTexasMember_7DE914274B7815FDDC2530B0D478DCC1" xlink:type="locator" />
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    <link:label id="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C_terseLabel_en-US" xlink:label="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minot, North Dakota</link:label>
    <link:label id="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C_label_en-US" xlink:label="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Minot, North Dakota [Member]</link:label>
    <link:label id="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C_documentation_en-US" xlink:label="lab_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Minot, North Dakota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MinotNorthDakotaMember" xlink:label="loc_ladr_MinotNorthDakotaMember_329A475C188015F7CB7030B0D478C10C" xlink:type="locator" />
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    <link:label id="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F_terseLabel_en-US" xlink:label="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lebanon, Michigan</link:label>
    <link:label id="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F_label_en-US" xlink:label="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lebanon, Michigan [Member]</link:label>
    <link:label id="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F_documentation_en-US" xlink:label="lab_ladr_LebanonMichiganMember_E6DCFB9E901EAF24DB5130B0D478E41F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lebanon, Michigan [Member]</link:label>
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    <link:label id="lab_ladr_EffinghamCountyIllinoisMember_CE99D2938ABA2EBDEAA530B0D478D10C_terseLabel_en-US" xlink:label="lab_ladr_EffinghamCountyIllinoisMember_CE99D2938ABA2EBDEAA530B0D478D10C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effingham County, Illinois</link:label>
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    <link:label id="lab_ladr_TremontIllinoisMember_1946F7F8D3EBF5306F5330B0D478DF44_label_en-US" xlink:label="lab_ladr_TremontIllinoisMember_1946F7F8D3EBF5306F5330B0D478DF44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tremont, Illinois [Member]</link:label>
    <link:label id="lab_ladr_TremontIllinoisMember_1946F7F8D3EBF5306F5330B0D478DF44_documentation_en-US" xlink:label="lab_ladr_TremontIllinoisMember_1946F7F8D3EBF5306F5330B0D478DF44" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tremont, Illinois [Member]</link:label>
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    <link:label id="lab_ladr_PleasantonTexasMember_EA435B5485BF283F66EF30B0D478F3BF_label_en-US" xlink:label="lab_ladr_PleasantonTexasMember_EA435B5485BF283F66EF30B0D478F3BF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pleasanton, Texas [Member]</link:label>
    <link:label id="lab_ladr_PleasantonTexasMember_EA435B5485BF283F66EF30B0D478F3BF_documentation_en-US" xlink:label="lab_ladr_PleasantonTexasMember_EA435B5485BF283F66EF30B0D478F3BF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pleasanton, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PleasantonTexasMember" xlink:label="loc_ladr_PleasantonTexasMember_EA435B5485BF283F66EF30B0D478F3BF" xlink:type="locator" />
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    <link:label id="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15_terseLabel_en-US" xlink:label="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Peoria, Illinois, 2</link:label>
    <link:label id="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15_label_en-US" xlink:label="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Peoria, Illinois, 2 [Member]</link:label>
    <link:label id="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15_documentation_en-US" xlink:label="lab_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Peoria, Illinois, 2 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PeoriaIllinois2Member" xlink:label="loc_ladr_PeoriaIllinois2Member_4B5F6EF472B96386629E30B0D478FF15" xlink:type="locator" />
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    <link:label id="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A_terseLabel_en-US" xlink:label="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bridgeport, Illinois</link:label>
    <link:label id="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A_label_en-US" xlink:label="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bridgeport, Illinois [Member]</link:label>
    <link:label id="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A_documentation_en-US" xlink:label="lab_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bridgeport, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BridgeportIllinoisMember" xlink:label="loc_ladr_BridgeportIllinoisMember_3DE645CBD961312B84A830B0D4784F4A" xlink:type="locator" />
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    <link:label id="lab_ladr_WarrenMinnesotaMember_FF3292C489386BCAD6C430B0D4786FBA_label_en-US" xlink:label="lab_ladr_WarrenMinnesotaMember_FF3292C489386BCAD6C430B0D4786FBA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Warren, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_WarrenMinnesotaMember_FF3292C489386BCAD6C430B0D4786FBA_documentation_en-US" xlink:label="lab_ladr_WarrenMinnesotaMember_FF3292C489386BCAD6C430B0D4786FBA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Warren, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WarrenMinnesotaMember" xlink:label="loc_ladr_WarrenMinnesotaMember_FF3292C489386BCAD6C430B0D4786FBA" xlink:type="locator" />
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    <link:label id="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403_terseLabel_en-US" xlink:label="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Canyon Lake, Texas</link:label>
    <link:label id="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403_label_en-US" xlink:label="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Canyon Lake, Texas [Member]</link:label>
    <link:label id="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403_documentation_en-US" xlink:label="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Canyon Lake, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CanyonLakeTexasMember" xlink:label="loc_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:to="lab_ladr_CanyonLakeTexasMember_98E382390746E6A355D230B0D4784403" xlink:type="arc" />
    <link:label id="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062_terseLabel_en-US" xlink:label="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wheeler, Texas</link:label>
    <link:label id="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062_label_en-US" xlink:label="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Wheeler, Texas [Member]</link:label>
    <link:label id="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062_documentation_en-US" xlink:label="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Wheeler, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WheelerTexasMember" xlink:label="loc_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:to="lab_ladr_WheelerTexasMember_1BE01C8B19CEDFF6CDDA30B0D478B062" xlink:type="arc" />
    <link:label id="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517_terseLabel_en-US" xlink:label="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aurora, Minnesota</link:label>
    <link:label id="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517_label_en-US" xlink:label="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Aurora, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517_documentation_en-US" xlink:label="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Aurora, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AuroraMinnesotaMember" xlink:label="loc_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:to="lab_ladr_AuroraMinnesotaMember_18CDA412BF344F6200C530B0D478C517" xlink:type="arc" />
    <link:label id="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16_terseLabel_en-US" xlink:label="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Red Oak, Iowa</link:label>
    <link:label id="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16_label_en-US" xlink:label="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Red Oak, Iowa [Member]</link:label>
    <link:label id="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16_documentation_en-US" xlink:label="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Red Oak, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RedOakIowaMember" xlink:label="loc_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:to="lab_ladr_RedOakIowaMember_FB850EA419F26D723B7230B0D478EE16" xlink:type="arc" />
    <link:label id="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A_terseLabel_en-US" xlink:label="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Zapata, Texas</link:label>
    <link:label id="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A_label_en-US" xlink:label="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Zapata, Texas [Member]</link:label>
    <link:label id="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A_documentation_en-US" xlink:label="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Zapata, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ZapataTexasMember" xlink:label="loc_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:to="lab_ladr_ZapataTexasMember_069095E6FA67EDE503C330B0D4781F9A" xlink:type="arc" />
    <link:label id="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F_terseLabel_en-US" xlink:label="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">St. Francis, Minnesota</link:label>
    <link:label id="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F_label_en-US" xlink:label="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">St. Francis, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F_documentation_en-US" xlink:label="lab_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">St. Francis, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_St.FrancisMinnesotaMember" xlink:label="loc_ladr_St.FrancisMinnesotaMember_B8E669668363B638853830B0D4783D1F" xlink:type="locator" />
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    <link:label id="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA_terseLabel_en-US" xlink:label="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Yorktown, Texas</link:label>
    <link:label id="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA_label_en-US" xlink:label="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Yorktown, Texas [Member]</link:label>
    <link:label id="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA_documentation_en-US" xlink:label="lab_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Yorktown, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_YorktownTexasMember" xlink:label="loc_ladr_YorktownTexasMember_BD25A867734CC3733BAF30B0D4787FEA" xlink:type="locator" />
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    <link:label id="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1_terseLabel_en-US" xlink:label="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Battle Lake, Minnesota</link:label>
    <link:label id="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1_label_en-US" xlink:label="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Battle Lake, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1_documentation_en-US" xlink:label="lab_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Battle Lake, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BattleLakeMinnesotaMember" xlink:label="loc_ladr_BattleLakeMinnesotaMember_E5A0D9C0ABC642A610B630B0D47832B1" xlink:type="locator" />
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    <link:label id="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36_terseLabel_en-US" xlink:label="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Paynesville, Minnesota</link:label>
    <link:label id="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36_label_en-US" xlink:label="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Paynesville, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36_documentation_en-US" xlink:label="lab_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Paynesville, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PaynesvilleMinnesotaMember" xlink:label="loc_ladr_PaynesvilleMinnesotaMember_2E4F4E569C939F3F1FA330B0D4784A36" xlink:type="locator" />
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    <link:label id="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8_terseLabel_en-US" xlink:label="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wheaton, Missouri</link:label>
    <link:label id="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8_label_en-US" xlink:label="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Wheaton, Missouri [Member]</link:label>
    <link:label id="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8_documentation_en-US" xlink:label="lab_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Wheaton, Missouri [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WheatonMissouriMember" xlink:label="loc_ladr_WheatonMissouriMember_C090EAD97F90B9D5A18230B0D47896A8" xlink:type="locator" />
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    <link:label id="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923_terseLabel_en-US" xlink:label="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rotterdam, New York</link:label>
    <link:label id="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923_label_en-US" xlink:label="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rotterdam, New York [Member]</link:label>
    <link:label id="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923_documentation_en-US" xlink:label="lab_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rotterdam, New York [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RotterdamNewYorkMember" xlink:label="loc_ladr_RotterdamNewYorkMember_0A3AEF2420B446EAE72F30B0D4781923" xlink:type="locator" />
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    <link:label id="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA_terseLabel_en-US" xlink:label="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hilliard, Ohio</link:label>
    <link:label id="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA_label_en-US" xlink:label="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hilliard, Ohio [Member]</link:label>
    <link:label id="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA_documentation_en-US" xlink:label="lab_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hilliard, Ohio [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_HilliardOhioMember" xlink:label="loc_ladr_HilliardOhioMember_A3A03EE41D004479E4E630B0D478DDFA" xlink:type="locator" />
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    <link:label id="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1_terseLabel_en-US" xlink:label="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Niles, Ohio</link:label>
    <link:label id="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1_label_en-US" xlink:label="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Niles, Ohio [Member]</link:label>
    <link:label id="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1_documentation_en-US" xlink:label="lab_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Niles, Ohio [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_NilesOhioMember" xlink:label="loc_ladr_NilesOhioMember_E46484507FA2B4BF32ED30B0D4785CE1" xlink:type="locator" />
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    <link:label id="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14_terseLabel_en-US" xlink:label="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Youngstown, Ohio</link:label>
    <link:label id="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14_label_en-US" xlink:label="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Youngstown, Ohio [Member]</link:label>
    <link:label id="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14_documentation_en-US" xlink:label="lab_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Youngstown, Ohio [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_YoungstownOhioMember" xlink:label="loc_ladr_YoungstownOhioMember_FAB838DD7B6209B06BD530B0D4785D14" xlink:type="locator" />
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    <link:label id="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34_terseLabel_en-US" xlink:label="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Kings Mountain, North Carolina</link:label>
    <link:label id="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34_label_en-US" xlink:label="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Kings Mountain, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34_documentation_en-US" xlink:label="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Kings Mountain, North Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_KingsMountainNorthCarolinaMember" xlink:label="loc_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:to="lab_ladr_KingsMountainNorthCarolinaMember_AAFBB304A40921D3213230B0D478CC34" xlink:type="arc" />
    <link:label id="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656_terseLabel_en-US" xlink:label="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Iberia, Missouri</link:label>
    <link:label id="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656_label_en-US" xlink:label="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Iberia, Missouri [Member]</link:label>
    <link:label id="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656_documentation_en-US" xlink:label="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Iberia, Missouri [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_IberiaMissouriMember" xlink:label="loc_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:to="lab_ladr_IberiaMissouriMember_AAD5736B08165CA3CD0230B0D4785656" xlink:type="arc" />
    <link:label id="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28_terseLabel_en-US" xlink:label="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pine Island, Minnesota</link:label>
    <link:label id="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28_label_en-US" xlink:label="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pine Island, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28_documentation_en-US" xlink:label="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pine Island, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PineIslandMinnesotaMember" xlink:label="loc_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:to="lab_ladr_PineIslandMinnesotaMember_ACE2A9960F9BF9B3C8B930B0D478CB28" xlink:type="arc" />
    <link:label id="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101_terseLabel_en-US" xlink:label="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Isle, Minnesota</link:label>
    <link:label id="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101_label_en-US" xlink:label="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Isle, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101_documentation_en-US" xlink:label="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Isle, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_IsleMinnesotaMember" xlink:label="loc_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:to="lab_ladr_IsleMinnesotaMember_71A66A199E6747A4689330B0D478C101" xlink:type="arc" />
    <link:label id="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90_terseLabel_en-US" xlink:label="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jacksonville, North Carolina</link:label>
    <link:label id="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90_label_en-US" xlink:label="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jacksonville, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90_documentation_en-US" xlink:label="lab_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jacksonville, North Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JacksonvilleNorthCarolinaMember" xlink:label="loc_ladr_JacksonvilleNorthCarolinaMember_A7BC219CDFB6AEACAEC830B0D4780E90" xlink:type="locator" />
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    <link:label id="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2_terseLabel_en-US" xlink:label="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Evansville, Indiana</link:label>
    <link:label id="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2_label_en-US" xlink:label="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Evansville, Indiana [Member]</link:label>
    <link:label id="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2_documentation_en-US" xlink:label="lab_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Evansville, Indiana [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_EvansvilleIndianaMember" xlink:label="loc_ladr_EvansvilleIndianaMember_15C38A65EFE2875CC9D430B0D47845D2" xlink:type="locator" />
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    <link:label id="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC_terseLabel_en-US" xlink:label="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Woodland Park, Colorado</link:label>
    <link:label id="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC_label_en-US" xlink:label="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Woodland Park, Colorado [Member]</link:label>
    <link:label id="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC_documentation_en-US" xlink:label="lab_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Woodland Park, Colorado [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WoodlandParkColoradoMember" xlink:label="loc_ladr_WoodlandParkColoradoMember_A8BCA68FD4128130A89430B0D478D0CC" xlink:type="locator" />
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    <link:label id="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8_terseLabel_en-US" xlink:label="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cedar Rapids, Iowa</link:label>
    <link:label id="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8_label_en-US" xlink:label="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cedar Rapids, Iowa [Member]</link:label>
    <link:label id="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8_documentation_en-US" xlink:label="lab_ladr_CedarRapidsIowaMember_1E09B44B396D55426F7530B0D4786BD8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Cedar Rapids, Iowa [Member]</link:label>
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    <link:label id="lab_ladr_FairfieldIowaMember_9722DCD9A152C25C8CE530B0D478C357_documentation_en-US" xlink:label="lab_ladr_FairfieldIowaMember_9722DCD9A152C25C8CE530B0D478C357" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fairfield, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FairfieldIowaMember" xlink:label="loc_ladr_FairfieldIowaMember_9722DCD9A152C25C8CE530B0D478C357" xlink:type="locator" />
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    <link:label id="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846_terseLabel_en-US" xlink:label="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Owatonna, Minnesota</link:label>
    <link:label id="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846_label_en-US" xlink:label="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Owatonna, Minnesota [Member]</link:label>
    <link:label id="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846_documentation_en-US" xlink:label="lab_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Owatonna, Minnesota [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OwatonnaMinnesotaMember" xlink:label="loc_ladr_OwatonnaMinnesotaMember_D7EA48365B9BD6BD67FB30B0D4783846" xlink:type="locator" />
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    <link:label id="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415_terseLabel_en-US" xlink:label="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Muscatine, Iowa</link:label>
    <link:label id="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415_label_en-US" xlink:label="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Muscatine, Iowa [Member]</link:label>
    <link:label id="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415_documentation_en-US" xlink:label="lab_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Muscatine, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MuscatineIowaMember" xlink:label="loc_ladr_MuscatineIowaMember_16F87915C3C9FEF1D26230B0D4781415" xlink:type="locator" />
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    <link:label id="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E_terseLabel_en-US" xlink:label="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sheldon, Iowa</link:label>
    <link:label id="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E_label_en-US" xlink:label="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sheldon, Iowa [Member]</link:label>
    <link:label id="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E_documentation_en-US" xlink:label="lab_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sheldon, Iowa [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SheldonIowaMember" xlink:label="loc_ladr_SheldonIowaMember_04A375DC661DDD37FA0330B0D478363E" xlink:type="locator" />
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    <link:label id="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB_terseLabel_en-US" xlink:label="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Memphis, Tennessee</link:label>
    <link:label id="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB_label_en-US" xlink:label="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Memphis, Tennessee [Member]</link:label>
    <link:label id="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB_documentation_en-US" xlink:label="lab_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Memphis, Tennessee [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MemphisTennesseeMember" xlink:label="loc_ladr_MemphisTennesseeMember_21418E4DB76501DCECD530B0D4787EEB" xlink:type="locator" />
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    <link:label id="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED_terseLabel_en-US" xlink:label="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bennett, Colorado</link:label>
    <link:label id="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED_label_en-US" xlink:label="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bennett, Colorado [Member]</link:label>
    <link:label id="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED_documentation_en-US" xlink:label="lab_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bennett, Colorado [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BennettColoradoMember" xlink:label="loc_ladr_BennettColoradoMember_28A4C4E873B62FB816BE30B0D4784EED" xlink:type="locator" />
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    <link:label id="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481_terseLabel_en-US" xlink:label="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Conyers, Georgia</link:label>
    <link:label id="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481_label_en-US" xlink:label="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Conyers, Georgia [Member]</link:label>
    <link:label id="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481_documentation_en-US" xlink:label="lab_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Conyers, Georgia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ConyersGeorgiaMember" xlink:label="loc_ladr_ConyersGeorgiaMember_F2C27BB512F1C387EE0C30B0D4784481" xlink:type="locator" />
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    <link:label id="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D_terseLabel_en-US" xlink:label="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">O'Fallon, Illinois</link:label>
    <link:label id="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D_label_en-US" xlink:label="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">O'Fallon, Illinois [Member]</link:label>
    <link:label id="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D_documentation_en-US" xlink:label="lab_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">O'Fallon, Illinois [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OFallonIllinoisMember" xlink:label="loc_ladr_OFallonIllinoisMember_C6E5C7AE7EBD8BE0545B30B0D478936D" xlink:type="locator" />
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    <link:label id="lab_ladr_ElCentroCaliforniaMember_9C3DDD4546D25AC5A19030B0D4784E4B_terseLabel_en-US" xlink:label="lab_ladr_ElCentroCaliforniaMember_9C3DDD4546D25AC5A19030B0D4784E4B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">El Centro, California</link:label>
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    <link:label id="lab_ladr_ElCentroCaliforniaMember_9C3DDD4546D25AC5A19030B0D4784E4B_documentation_en-US" xlink:label="lab_ladr_ElCentroCaliforniaMember_9C3DDD4546D25AC5A19030B0D4784E4B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">El Centro, California [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ElCentroCaliforniaMember" xlink:label="loc_ladr_ElCentroCaliforniaMember_9C3DDD4546D25AC5A19030B0D4784E4B" xlink:type="locator" />
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    <link:label id="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36_terseLabel_en-US" xlink:label="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Durant, Oklahoma</link:label>
    <link:label id="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36_label_en-US" xlink:label="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Durant, Oklahoma [Member]</link:label>
    <link:label id="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36_documentation_en-US" xlink:label="lab_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Durant, Oklahoma [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DurantOklahomaMember" xlink:label="loc_ladr_DurantOklahomaMember_1F7850E62F0A251688D230B0D4781A36" xlink:type="locator" />
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    <link:label id="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7_terseLabel_en-US" xlink:label="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gallatin, Tennessee</link:label>
    <link:label id="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7_label_en-US" xlink:label="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gallatin, Tennessee [Member]</link:label>
    <link:label id="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7_documentation_en-US" xlink:label="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gallatin, Tennessee [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GallatinTennesseeMember" xlink:label="loc_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:to="lab_ladr_GallatinTennesseeMember_5C81578FE0DBBB21AD0430B0D47864B7" xlink:type="arc" />
    <link:label id="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF_terseLabel_en-US" xlink:label="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mt. Airy, North Carolina</link:label>
    <link:label id="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF_label_en-US" xlink:label="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mt. Airy, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF_documentation_en-US" xlink:label="lab_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mt. Airy, North Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Mt.AiryNorthCarolinaMember" xlink:label="loc_ladr_Mt.AiryNorthCarolinaMember_F822141CAA539D9CD12930B0D47837CF" xlink:type="locator" />
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    <link:label id="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE_terseLabel_en-US" xlink:label="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aiken, South Carolina</link:label>
    <link:label id="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE_label_en-US" xlink:label="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Aiken, South Carolina [Member]</link:label>
    <link:label id="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE_documentation_en-US" xlink:label="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Aiken, South Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AikenSouthCarolinaMember" xlink:label="loc_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:to="lab_ladr_AikenSouthCarolinaMember_17D172610DBC3A675FA930B0D478A9EE" xlink:type="arc" />
    <link:label id="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF_terseLabel_en-US" xlink:label="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Johnson City, Tennessee</link:label>
    <link:label id="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF_label_en-US" xlink:label="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Johnson City, Tennessee [Member]</link:label>
    <link:label id="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF_documentation_en-US" xlink:label="lab_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Johnson City, Tennessee [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_JohnsonCityTennesseeMember" xlink:label="loc_ladr_JohnsonCityTennesseeMember_8A586C7000D7A1F09ADD30B0D47892CF" xlink:type="locator" />
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    <link:label id="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD_terseLabel_en-US" xlink:label="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Palmview, Texas</link:label>
    <link:label id="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD_label_en-US" xlink:label="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Palmview, Texas [Member]</link:label>
    <link:label id="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD_documentation_en-US" xlink:label="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Palmview, Texas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PalmviewTexasMember" xlink:label="loc_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:to="lab_ladr_PalmviewTexasMember_C031140C0DAE1C32F8EF30B0D47848FD" xlink:type="arc" />
    <link:label id="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5_terseLabel_en-US" xlink:label="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ooltewah, Tennessee</link:label>
    <link:label id="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5_label_en-US" xlink:label="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ooltewah, Tennessee [Member]</link:label>
    <link:label id="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5_documentation_en-US" xlink:label="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ooltewah, Tennessee [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OoltewahTennesseeMember" xlink:label="loc_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:to="lab_ladr_OoltewahTennesseeMember_BE96608EA029B3A789F630B0D4781BC5" xlink:type="arc" />
    <link:label id="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4_terseLabel_en-US" xlink:label="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Abingdon, Virginia</link:label>
    <link:label id="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4_label_en-US" xlink:label="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Abingdon, Virginia [Member]</link:label>
    <link:label id="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4_documentation_en-US" xlink:label="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Abingdon, Virginia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AbingdonVirginiaMember" xlink:label="loc_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:to="lab_ladr_AbingdonVirginiaMember_F07AFD676ECC08CBF15E30B0D4782CE4" xlink:type="arc" />
    <link:label id="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1_terseLabel_en-US" xlink:label="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wichita, Kansas</link:label>
    <link:label id="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1_label_en-US" xlink:label="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Wichita, Kansas [Member]</link:label>
    <link:label id="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1_documentation_en-US" xlink:label="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Wichita, Kansas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WichitaKansasMember" xlink:label="loc_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:to="lab_ladr_WichitaKansasMember_A189CD35F8DD15AA0E3A30B0D478B1E1" xlink:type="arc" />
    <link:label id="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481_terseLabel_en-US" xlink:label="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">North Dartsmouth, Massachusetts</link:label>
    <link:label id="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481_label_en-US" xlink:label="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">North Dartsmouth, Massachusetts [Member]</link:label>
    <link:label id="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481_documentation_en-US" xlink:label="lab_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">North Dartsmouth, Massachusetts [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_NorthDartsmouthMassachusettsMember" xlink:label="loc_ladr_NorthDartsmouthMassachusettsMember_8AC0BBA1EB0C197C432130B0D4788481" xlink:type="locator" />
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    <link:label id="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10_terseLabel_en-US" xlink:label="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vineland, New Jersey</link:label>
    <link:label id="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10_label_en-US" xlink:label="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vineland, New Jersey [Member]</link:label>
    <link:label id="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10_documentation_en-US" xlink:label="lab_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Vineland, New Jersey [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_VinelandNewJerseyMember" xlink:label="loc_ladr_VinelandNewJerseyMember_26CD7D964A88F696B8A230B0D4788C10" xlink:type="locator" />
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    <link:label id="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E_terseLabel_en-US" xlink:label="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Saratoga Springs, New York</link:label>
    <link:label id="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E_label_en-US" xlink:label="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Saratoga Springs, New York [Member]</link:label>
    <link:label id="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E_documentation_en-US" xlink:label="lab_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Saratoga Springs, New York [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SaratogaSpringsNewYorkMember" xlink:label="loc_ladr_SaratogaSpringsNewYorkMember_0538FFAE3465FDD3660230B0D478190E" xlink:type="locator" />
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    <link:label id="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128_terseLabel_en-US" xlink:label="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Waldorf, Maryland</link:label>
    <link:label id="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128_label_en-US" xlink:label="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Waldorf, Maryland [Member]</link:label>
    <link:label id="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128_documentation_en-US" xlink:label="lab_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Waldorf, Maryland [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WaldorfMarylandMember" xlink:label="loc_ladr_WaldorfMarylandMember_C17E0800E138987C0A8630B0D478C128" xlink:type="locator" />
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    <link:label id="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C_terseLabel_en-US" xlink:label="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mooresville, North Carolina</link:label>
    <link:label id="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C_label_en-US" xlink:label="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mooresville, North Carolina [Member]</link:label>
    <link:label id="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C_documentation_en-US" xlink:label="lab_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mooresville, North Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MooresvilleNorthCarolinaMember" xlink:label="loc_ladr_MooresvilleNorthCarolinaMember_4159D0B66506017212FA30B0D478B62C" xlink:type="locator" />
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    <link:label id="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE_terseLabel_en-US" xlink:label="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sennett, New York</link:label>
    <link:label id="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE_label_en-US" xlink:label="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sennett, New York [Member]</link:label>
    <link:label id="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE_documentation_en-US" xlink:label="lab_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sennett, New York [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SennettNewYorkMember" xlink:label="loc_ladr_SennettNewYorkMember_7ED5BC7548F64B2D254030B0D478A2CE" xlink:type="locator" />
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    <link:label id="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E_terseLabel_en-US" xlink:label="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DeLeon Springs, Florida</link:label>
    <link:label id="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E_label_en-US" xlink:label="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">DeLeon Springs, Florida [Member]</link:label>
    <link:label id="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E_documentation_en-US" xlink:label="lab_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DeLeon Springs, Florida [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DeLeonSpringsFloridaMember" xlink:label="loc_ladr_DeLeonSpringsFloridaMember_F7922C54E5E298BF0DD330B0D478A78E" xlink:type="locator" />
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    <link:label id="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8_terseLabel_en-US" xlink:label="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Orange City, Florida</link:label>
    <link:label id="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8_label_en-US" xlink:label="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Orange City, Florida [Member]</link:label>
    <link:label id="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8_documentation_en-US" xlink:label="lab_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Orange City, Florida [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OrangeCityFloridaMember" xlink:label="loc_ladr_OrangeCityFloridaMember_51C3C63328E7D0E4845830B0D4781AA8" xlink:type="locator" />
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    <link:label id="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A_terseLabel_en-US" xlink:label="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Satsuma, Florida</link:label>
    <link:label id="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A_label_en-US" xlink:label="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Satsuma, Florida [Member]</link:label>
    <link:label id="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A_documentation_en-US" xlink:label="lab_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Satsuma, Florida [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SatsumaFloridaMember" xlink:label="loc_ladr_SatsumaFloridaMember_3E4689E8527664D1485530B0D478381A" xlink:type="locator" />
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    <link:label id="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438_terseLabel_en-US" xlink:label="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Greenwood, Arkansas</link:label>
    <link:label id="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438_label_en-US" xlink:label="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Greenwood, Arkansas [Member]</link:label>
    <link:label id="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438_documentation_en-US" xlink:label="lab_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Greenwood, Arkansas [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GreenwoodArkansasMember" xlink:label="loc_ladr_GreenwoodArkansasMember_F86181C9AED40F8B802930B0D478D438" xlink:type="locator" />
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    <link:label id="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8_terseLabel_en-US" xlink:label="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Snellville, Georgia</link:label>
    <link:label id="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8_label_en-US" xlink:label="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Snellville, Georgia [Member]</link:label>
    <link:label id="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8_documentation_en-US" xlink:label="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Snellville, Georgia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SnellvilleGeorgiaMember" xlink:label="loc_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:to="lab_ladr_SnellvilleGeorgiaMember_53D6F5B90A21EDA44C1230B0D4787DB8" xlink:type="arc" />
    <link:label id="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887_terseLabel_en-US" xlink:label="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Columbia, South Carolina</link:label>
    <link:label id="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887_label_en-US" xlink:label="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Columbia, South Carolina [Member]</link:label>
    <link:label id="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887_documentation_en-US" xlink:label="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Columbia, South Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ColumbiaSouthCarolinaMember" xlink:label="loc_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:to="lab_ladr_ColumbiaSouthCarolinaMember_CBE1BD12BF2CE4C4703230B0D4788887" xlink:type="arc" />
    <link:label id="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9_terseLabel_en-US" xlink:label="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Millbrook, Alabama</link:label>
    <link:label id="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9_label_en-US" xlink:label="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Millbrook, Alabama [Member]</link:label>
    <link:label id="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9_documentation_en-US" xlink:label="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Millbrook, Alabama [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MillbrookAlabamaMember" xlink:label="loc_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:to="lab_ladr_MillbrookAlabamaMember_1AA5D43FA5EF7775846730B0D4789DA9" xlink:type="arc" />
    <link:label id="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E_terseLabel_en-US" xlink:label="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pittsfield, Massachusetts</link:label>
    <link:label id="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E_label_en-US" xlink:label="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pittsfield, Massachusetts [Member]</link:label>
    <link:label id="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E_documentation_en-US" xlink:label="lab_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pittsfield, Massachusetts [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PittsfieldMassachusettsMember" xlink:label="loc_ladr_PittsfieldMassachusettsMember_CA7F18E895C66E1E162A30B0D478603E" xlink:type="locator" />
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    <link:label id="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07_terseLabel_en-US" xlink:label="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Spartanburg, South Carolina</link:label>
    <link:label id="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07_label_en-US" xlink:label="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Spartanburg, South Carolina [Member]</link:label>
    <link:label id="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07_documentation_en-US" xlink:label="lab_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Spartanburg, South Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SpartanburgSouthCarolinaMember" xlink:label="loc_ladr_SpartanburgSouthCarolinaMember_F9E151B94825D853F38F30B0D4789E07" xlink:type="locator" />
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    <link:label id="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98_terseLabel_en-US" xlink:label="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tupelo, Mississippi</link:label>
    <link:label id="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98_label_en-US" xlink:label="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tupelo, Mississippi [Member]</link:label>
    <link:label id="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98_documentation_en-US" xlink:label="lab_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tupelo, Mississippi [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_TupeloMississippiMember" xlink:label="loc_ladr_TupeloMississippiMember_43995A774AF4B6F9A6AE30B0D4781A98" xlink:type="locator" />
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    <link:label id="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F_terseLabel_en-US" xlink:label="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lilburn, Georgia</link:label>
    <link:label id="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F_label_en-US" xlink:label="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lilburn, Georgia [Member]</link:label>
    <link:label id="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F_documentation_en-US" xlink:label="lab_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lilburn, Georgia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LilburnGeorgiaMember" xlink:label="loc_ladr_LilburnGeorgiaMember_D63B7C56F634A722941230B0D478129F" xlink:type="locator" />
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    <link:label id="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F_terseLabel_en-US" xlink:label="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Douglasville, Georgia</link:label>
    <link:label id="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F_label_en-US" xlink:label="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Douglasville, Georgia [Member]</link:label>
    <link:label id="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F_documentation_en-US" xlink:label="lab_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Douglasville, Georgia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DouglasvilleGeorgiaMember" xlink:label="loc_ladr_DouglasvilleGeorgiaMember_BEEC319B171BDF74E22030B0D4781F9F" xlink:type="locator" />
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    <link:label id="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72_terseLabel_en-US" xlink:label="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Elkton, Maryland</link:label>
    <link:label id="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72_label_en-US" xlink:label="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Elkton, Maryland [Member]</link:label>
    <link:label id="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72_documentation_en-US" xlink:label="lab_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Elkton, Maryland [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ElktonMarylandMember" xlink:label="loc_ladr_ElktonMarylandMember_E0A9BF9F71E4077F137330B0D4782A72" xlink:type="locator" />
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    <link:label id="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7_terseLabel_en-US" xlink:label="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lexington, South Carolina</link:label>
    <link:label id="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7_label_en-US" xlink:label="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lexington, South Carolina [Member]</link:label>
    <link:label id="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7_documentation_en-US" xlink:label="lab_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lexington, South Carolina [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LexingtonSouthCarolinaMember" xlink:label="loc_ladr_LexingtonSouthCarolinaMember_E3D125A19552ACA4478730B0D478EBB7" xlink:type="locator" />
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    <link:label id="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589_terseLabel_en-US" xlink:label="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Isla Vista, California</link:label>
    <link:label id="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589_label_en-US" xlink:label="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Isla Vista, California [Member]</link:label>
    <link:label id="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589_documentation_en-US" xlink:label="lab_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Isla Vista, California [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_IslaVistaCaliforniaMember" xlink:label="loc_ladr_IslaVistaCaliforniaMember_47CD938329B42A805A7A30B0D478F589" xlink:type="locator" />
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    <link:label id="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304_terseLabel_en-US" xlink:label="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lithia Springs, Georgia</link:label>
    <link:label id="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304_label_en-US" xlink:label="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lithia Springs, Georgia [Member]</link:label>
    <link:label id="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304_documentation_en-US" xlink:label="lab_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lithia Springs, Georgia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LithiaSpringsGeorgiaMember" xlink:label="loc_ladr_LithiaSpringsGeorgiaMember_D2A113C90990B3B91AA730B0D4782304" xlink:type="locator" />
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    <link:label id="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F_terseLabel_en-US" xlink:label="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Crum Lynne, PA</link:label>
    <link:label id="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F_label_en-US" xlink:label="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Crum Laynne, Pennsylvania [Member]</link:label>
    <link:label id="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F_documentation_en-US" xlink:label="lab_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Crum Laynne, Pennsylvania [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CrumLaynnePennsylvaniaMember" xlink:label="loc_ladr_CrumLaynnePennsylvaniaMember_B0F361D5B843B9C12CD230B0D478728F" xlink:type="locator" />
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    <link:label id="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0_terseLabel_en-US" xlink:label="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Miami, Florida, 2</link:label>
    <link:label id="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0_label_en-US" xlink:label="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Miami, Florida, 2 [Member]</link:label>
    <link:label id="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0_documentation_en-US" xlink:label="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Miami, Florida, 2 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MiamiFlorida2Member" xlink:label="loc_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:to="lab_ladr_MiamiFlorida2Member_EF6B9C838A32965DA05D30B0D478C7D0" xlink:type="arc" />
    <link:label id="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF_terseLabel_en-US" xlink:label="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Office in Peoria IL</link:label>
    <link:label id="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF_label_en-US" xlink:label="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Peoria, IL 3 [Member]</link:label>
    <link:label id="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF_documentation_en-US" xlink:label="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Peoria, IL 3 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PeoriaIL3Member" xlink:label="loc_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:to="lab_ladr_PeoriaIL3Member_93B98881614C86A2D11A30B0D4780CAF" xlink:type="arc" />
    <link:label id="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE_terseLabel_en-US" xlink:label="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carmel, New York</link:label>
    <link:label id="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE_label_en-US" xlink:label="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Carmel, New York [Member]</link:label>
    <link:label id="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE_documentation_en-US" xlink:label="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carmel, New York [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CarmelNewYorkMember" xlink:label="loc_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:to="lab_ladr_CarmelNewYorkMember_E78E89FBE43DD10BA1F830B0D47861DE" xlink:type="arc" />
    <link:label id="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645_terseLabel_en-US" xlink:label="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Wayne, New Jersey 2</link:label>
    <link:label id="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645_label_en-US" xlink:label="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">WayneNewJerseyMemberTwo [Member]</link:label>
    <link:label id="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645_documentation_en-US" xlink:label="lab_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">WayneNewJerseyMemberTwo [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_WayneNewJerseyMemberTwoMember" xlink:label="loc_ladr_WayneNewJerseyMemberTwoMember_9FF8B22DF289120A201C30B0D4789645" xlink:type="locator" />
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    <link:label id="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84_terseLabel_en-US" xlink:label="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, Two</link:label>
    <link:label id="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84_label_en-US" xlink:label="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, Two [Member]</link:label>
    <link:label id="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84_documentation_en-US" xlink:label="lab_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, Two</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GrandRapidsMichiganTwoMember" xlink:label="loc_ladr_GrandRapidsMichiganTwoMember_6B6243DD2C24F8D7ACF230B0D478BB84" xlink:type="locator" />
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    <link:label id="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8_terseLabel_en-US" xlink:label="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, One</link:label>
    <link:label id="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8_label_en-US" xlink:label="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, One [Member]</link:label>
    <link:label id="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8_documentation_en-US" xlink:label="lab_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Grand Rapids, Michigan, One</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_GrandRapidsMichiganOneMember" xlink:label="loc_ladr_GrandRapidsMichiganOneMember_EED68F6F0713C1C979E930B0D47843D8" xlink:type="locator" />
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    <link:label id="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65_terseLabel_en-US" xlink:label="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Richmond, VA</link:label>
    <link:label id="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65_label_en-US" xlink:label="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Richmond, Virginia [Member]</link:label>
    <link:label id="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65_documentation_en-US" xlink:label="lab_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Richmond, Virginia [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RichmondVirginiaMember" xlink:label="loc_ladr_RichmondVirginiaMember_CBD55AB20DE07E9978EE30B0D4780E65" xlink:type="locator" />
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    <link:label id="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5_terseLabel_en-US" xlink:label="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Richmond, Virginia 2</link:label>
    <link:label id="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5_label_en-US" xlink:label="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Richmond, Virginia 2 [Member]</link:label>
    <link:label id="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5_documentation_en-US" xlink:label="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Richmond, Virginia 2 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RichmondVirginia2Member" xlink:label="loc_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:to="lab_ladr_RichmondVirginia2Member_5AFCA8F2CFCC9C7638D830B0D47880B5" xlink:type="arc" />
    <link:label id="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F_terseLabel_en-US" xlink:label="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Oakland County, Michigan</link:label>
    <link:label id="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F_label_en-US" xlink:label="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Oakland County, Michigan [Member]</link:label>
    <link:label id="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F_documentation_en-US" xlink:label="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Oakland County, Michigan [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OaklandCountyMichiganMember" xlink:label="loc_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:to="lab_ladr_OaklandCountyMichiganMember_6831965C3995621CF94530B0D488704F" xlink:type="arc" />
    <link:label id="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558_verboseLabel_en-US" xlink:label="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Miami, FL</link:label>
    <link:label id="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558_label_en-US" xlink:label="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Miami, Florida [Member]</link:label>
    <link:label id="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558_documentation_en-US" xlink:label="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Miami, Florida [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MiamiFloridaMember" xlink:label="loc_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:to="lab_ladr_MiamiFloridaMember_3CA0487A0B2FBE2D769230B0D488D558" xlink:type="arc" />
    <link:label id="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463_verboseLabel_en-US" xlink:label="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Las Vegas, Nevada</link:label>
    <link:label id="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463_label_en-US" xlink:label="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Las Vegas, Nevada [Member]</link:label>
    <link:label id="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463_documentation_en-US" xlink:label="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Las Vegas, Nevada [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LasVegasNevadaMember" xlink:label="loc_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:to="lab_ladr_LasVegasNevadaMember_869043186D3926F197BA30B0D4889463" xlink:type="arc" />
    <link:label id="lab_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real Estate, Type of Property [Axis]</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real Estate, Type of Property [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis" xlink:label="loc_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1" xlink:to="lab_srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_AC70F2E053D40BC6ABFB30B0D48861A1" xlink:type="arc" />
    <link:label id="lab_srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_8483A28A2CFE1F2A8F2F30B0D488CC78_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_8483A28A2CFE1F2A8F2F30B0D488CC78" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real Estate [Domain]</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_8483A28A2CFE1F2A8F2F30B0D488CC78_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_8483A28A2CFE1F2A8F2F30B0D488CC78" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real Estate [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateNamePropertyTypeDomain" xlink:label="loc_srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_8483A28A2CFE1F2A8F2F30B0D488CC78" xlink:type="locator" />
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    <link:label id="lab_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4_terseLabel_en-US" xlink:label="lab_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retail Site</link:label>
    <link:label id="lab_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4_label_en-US" xlink:label="lab_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retail Site [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RetailSiteMember" xlink:label="loc_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4" xlink:to="lab_srt_RetailSiteMember_1025B114D545BA274D6830B0D488DFD4" xlink:type="arc" />
    <link:label id="lab_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66_terseLabel_en-US" xlink:label="lab_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Office building</link:label>
    <link:label id="lab_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66_label_en-US" xlink:label="lab_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Office Building [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_OfficeBuildingMember" xlink:label="loc_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66" xlink:to="lab_srt_OfficeBuildingMember_55BBACAF65E7703A968730B0D4881B66" xlink:type="arc" />
    <link:label id="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117_terseLabel_en-US" xlink:label="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shopping Center</link:label>
    <link:label id="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117_label_en-US" xlink:label="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Shopping Center [Member]</link:label>
    <link:label id="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117_documentation_en-US" xlink:label="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Shopping Center [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ShoppingCenterMember" xlink:label="loc_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:to="lab_ladr_ShoppingCenterMember_CA7A211F940F63385A6530B0D4886117" xlink:type="arc" />
    <link:label id="lab_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D_terseLabel_en-US" xlink:label="lab_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Warehouse</link:label>
    <link:label id="lab_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D_label_en-US" xlink:label="lab_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Warehouse [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_WarehouseMember" xlink:label="loc_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D" xlink:to="lab_srt_WarehouseMember_0CBC9D36B927D5CE865230B0D4889B6D" xlink:type="arc" />
    <link:label id="lab_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF_terseLabel_en-US" xlink:label="lab_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Multi-family</link:label>
    <link:label id="lab_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF_label_en-US" xlink:label="lab_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multifamily [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MultifamilyMember" xlink:label="loc_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF" xlink:to="lab_srt_MultifamilyMember_F8F51E4C671B228C850930B0D48890AF" xlink:type="arc" />
    <link:label id="lab_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86_terseLabel_en-US" xlink:label="lab_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other</link:label>
    <link:label id="lab_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86_label_en-US" xlink:label="lab_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Property [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_OtherPropertyMember" xlink:label="loc_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86" xlink:to="lab_srt_OtherPropertyMember_CE7D0C50815823CDD81E30B0D4884A86" xlink:type="arc" />
    <link:label id="lab_srt_RangeAxis_B4034A74DA92AB90E70A30B0D488624D_terseLabel_en-US" xlink:label="lab_srt_RangeAxis_B4034A74DA92AB90E70A30B0D488624D" 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_B4034A74DA92AB90E70A30B0D488624D_label_en-US" xlink:label="lab_srt_RangeAxis_B4034A74DA92AB90E70A30B0D488624D" 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_B4034A74DA92AB90E70A30B0D488624D" xlink:type="locator" />
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    <link:label id="lab_srt_RangeMember_B6C8E9612DFDAED71BC330B0D48872B5_terseLabel_en-US" xlink:label="lab_srt_RangeMember_B6C8E9612DFDAED71BC330B0D48872B5" 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_B6C8E9612DFDAED71BC330B0D48872B5_label_en-US" xlink:label="lab_srt_RangeMember_B6C8E9612DFDAED71BC330B0D48872B5" 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_B6C8E9612DFDAED71BC330B0D48872B5" xlink:type="locator" />
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    <link:label id="lab_srt_MinimumMember_19B72AF171E1912328D530B0D488445E_label_en-US" xlink:label="lab_srt_MinimumMember_19B72AF171E1912328D530B0D488445E" 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_19B72AF171E1912328D530B0D488445E" xlink:type="locator" />
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    <link:label id="lab_ladr_DerivativeCollateralObligationToReturnFinancialInstruments_1920CAE8EEAF4ACCCD89863AC0AB3BC1_terseLabel_en-US" xlink:label="lab_ladr_DerivativeCollateralObligationToReturnFinancialInstruments_1920CAE8EEAF4ACCCD89863AC0AB3BC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial instruments</link:label>
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    <link:label id="lab_ladr_RealEstateOperatingExpenses_41253A2950A9E10091DC2BCC39331490_documentation_en-US" xlink:label="lab_ladr_RealEstateOperatingExpenses_41253A2950A9E10091DC2BCC39331490" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of operating expenses related to real estate investments incurred during the period.</link:label>
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    <link:label id="lab_ladr_FeeExpenses_17456035F87BF6F900552BCC39336963_documentation_en-US" xlink:label="lab_ladr_FeeExpenses_17456035F87BF6F900552BCC39336963" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of expense in the period for fees paid related to purchases of real estate and referral fees for origination of loans.</link:label>
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    <link:label id="lab_us-gaap_DepreciationDepletionAndAmortization_1674532641A8DC50F5FD2BCC3933391C_terseLabel_en-US" xlink:label="lab_us-gaap_DepreciationDepletionAndAmortization_1674532641A8DC50F5FD2BCC3933391C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation and amortization</link:label>
    <link:label id="lab_us-gaap_DepreciationDepletionAndAmortization_1674532641A8DC50F5FD2BCC3933391C_label_en-US" xlink:label="lab_us-gaap_DepreciationDepletionAndAmortization_1674532641A8DC50F5FD2BCC3933391C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization</link:label>
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    <link:label id="lab_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747_totalLabel_en-US" xlink:label="lab_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total costs and expenses</link:label>
    <link:label id="lab_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747_label_en-US" xlink:label="lab_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747" 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_445BBF9AF3F637C85A822BCC39339747" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747" xlink:to="lab_us-gaap_CostsAndExpenses_445BBF9AF3F637C85A822BCC39339747" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_F912E51EBD8822E3AA012BCC3934770D_totalLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_F912E51EBD8822E3AA012BCC3934770D" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Income (loss) before taxes</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_F912E51EBD8822E3AA012BCC3934770D" xlink:type="locator" />
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    <link:label id="lab_ladr_CreditAgreementandRevolvingCreditFacilityMember_90AC82DE5295D1E73A35A0BE62E195F5_terseLabel_en-US" xlink:label="lab_ladr_CreditAgreementandRevolvingCreditFacilityMember_90AC82DE5295D1E73A35A0BE62E195F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Agreement and Revolving Credit Facility</link:label>
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_CreditAgreementandRevolvingCreditFacilityMember" xlink:label="loc_ladr_CreditAgreementandRevolvingCreditFacilityMember_90AC82DE5295D1E73A35A0BE62E195F5" xlink:type="locator" />
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    <link:label id="lab_ladr_SeniorNotesDue2017Member_B0141801DF1A2B83A66EA0BE62E17205_terseLabel_en-US" xlink:label="lab_ladr_SeniorNotesDue2017Member_B0141801DF1A2B83A66EA0BE62E17205" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior Notes Due, 2017</link:label>
    <link:label id="lab_ladr_SeniorNotesDue2017Member_B0141801DF1A2B83A66EA0BE62E17205_label_en-US" xlink:label="lab_ladr_SeniorNotesDue2017Member_B0141801DF1A2B83A66EA0BE62E17205" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Notes Due, 2017 [Member]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodsAxis" xlink:label="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodsAxis_DB0FC49ACF1E7890A883A0BE62E19367" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_4E3AACA2EEC6CC8BE06BA0BE62E144D7_label_en-US" xlink:label="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_4E3AACA2EEC6CC8BE06BA0BE62E144D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase Agreements and Similar Transactions, Maturity Periods [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain" xlink:label="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_4E3AACA2EEC6CC8BE06BA0BE62E144D7" xlink:type="locator" />
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    <link:label id="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC_terseLabel_en-US" xlink:label="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2/29/2020</link:label>
    <link:label id="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC_label_en-US" xlink:label="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing on 29 February 2020 [Member]</link:label>
    <link:label id="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC_documentation_en-US" xlink:label="lab_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing on 29 February 2020</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturingon29February2020Member" xlink:label="loc_ladr_Maturingon29February2020Member_315E5623D2C7B28F41C7A0BE62E25DEC" xlink:type="locator" />
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    <link:label id="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF_verboseLabel_en-US" xlink:label="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">4/10/2018</link:label>
    <link:label id="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF_label_en-US" xlink:label="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing 10 April 2018 [Member]</link:label>
    <link:label id="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF_documentation_en-US" xlink:label="lab_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 10 April 2018 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturing10April2018Member" xlink:label="loc_ladr_Maturing10April2018Member_F20C95B24760ADF1E76CA0BE62E2F4DF" xlink:type="locator" />
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    <link:label id="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75_terseLabel_en-US" xlink:label="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2/28/2022</link:label>
    <link:label id="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75_label_en-US" xlink:label="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing on February 2022 [Member]</link:label>
    <link:label id="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75_documentation_en-US" xlink:label="lab_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing on February 2022</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MaturingonFebruary2022Member" xlink:label="loc_ladr_MaturingonFebruary2022Member_051DD5F860EFA66F78C8A0BE62E29A75" xlink:type="locator" />
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    <link:label id="lab_ladr_MaturingOn1October2020Member_A1634B2C5DCBEA234409A0BE62E2D262_terseLabel_en-US" xlink:label="lab_ladr_MaturingOn1October2020Member_A1634B2C5DCBEA234409A0BE62E2D262" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">10/1/2020</link:label>
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    <link:label id="lab_ladr_MaturingOn1October2020Member_A1634B2C5DCBEA234409A0BE62E2D262_documentation_en-US" xlink:label="lab_ladr_MaturingOn1October2020Member_A1634B2C5DCBEA234409A0BE62E2D262" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing On 1 October 2020 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MaturingOn1October2020Member" xlink:label="loc_ladr_MaturingOn1October2020Member_A1634B2C5DCBEA234409A0BE62E2D262" xlink:type="locator" />
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    <link:label id="lab_ladr_MaturingOnVariousDateMember_B1829C45DA1FD960428EA0BE62E25F4B_label_en-US" xlink:label="lab_ladr_MaturingOnVariousDateMember_B1829C45DA1FD960428EA0BE62E25F4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing on Various Date [Member]</link:label>
    <link:label id="lab_ladr_MaturingOnVariousDateMember_B1829C45DA1FD960428EA0BE62E25F4B_documentation_en-US" xlink:label="lab_ladr_MaturingOnVariousDateMember_B1829C45DA1FD960428EA0BE62E25F4B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the group of securities or other assets sold under repurchase agreements which mature on various date.</link:label>
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    <link:label id="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1_terseLabel_en-US" xlink:label="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">4/7/2019</link:label>
    <link:label id="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1_label_en-US" xlink:label="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing 7 April 2019 [Member]</link:label>
    <link:label id="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1_documentation_en-US" xlink:label="lab_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 7 April 2019 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturing7April2019Member" xlink:label="loc_ladr_Maturing7April2019Member_CE19C1046FE30DD58F13A0BE62E314C1" xlink:type="locator" />
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    <link:label id="lab_ladr_UncommittedSecuritiesRepurchaseFacilitiesMember_2EBA8DA96A19978B59F9A0BE62E4B672_documentation_en-US" xlink:label="lab_ladr_UncommittedSecuritiesRepurchaseFacilitiesMember_2EBA8DA96A19978B59F9A0BE62E4B672" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to uncommitted securities repurchase facilities.</link:label>
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    <link:label id="lab_us-gaap_CollateralizedLoanObligationsMember_BE707663AA82A891650AA0BE62E45FD3_terseLabel_en-US" xlink:label="lab_us-gaap_CollateralizedLoanObligationsMember_BE707663AA82A891650AA0BE62E45FD3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CLO Debt</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CollateralizedLoanObligationsMember" xlink:label="loc_us-gaap_CollateralizedLoanObligationsMember_BE707663AA82A891650AA0BE62E45FD3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_VariableRateDomain_A740D70BD72E0D8F2285A0BE62E8805D_label_en-US" xlink:label="lab_us-gaap_VariableRateDomain_A740D70BD72E0D8F2285A0BE62E8805D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate [Domain]</link:label>
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    <link:label id="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_8B38B0D3F140B9F06599A0BE62E968FD_terseLabel_en-US" xlink:label="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_8B38B0D3F140B9F06599A0BE62E968FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">One-Month LIBOR</link:label>
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    <link:label id="lab_ladr_BankMember_C753BED6D655302BCD9BA0BE62E97CA4_documentation_en-US" xlink:label="lab_ladr_BankMember_C753BED6D655302BCD9BA0BE62E97CA4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bank</link:label>
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    <link:label id="lab_ladr_DeutsheBankJ.P.MorganandWellsFargoMember_BC7688453B0733570E92A0BE62EAEB23_terseLabel_en-US" xlink:label="lab_ladr_DeutsheBankJ.P.MorganandWellsFargoMember_BC7688453B0733570E92A0BE62EAEB23" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deutshe Bank, J.P. Morgan and Wells Fargo</link:label>
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    <link:label id="lab_ladr_SecuritiesSoldUnderAgreementsToRepurchaseCommittedAmount_5C8FB1DD22590DACB274A0BE62EB5511_documentation_en-US" xlink:label="lab_ladr_SecuritiesSoldUnderAgreementsToRepurchaseCommittedAmount_5C8FB1DD22590DACB274A0BE62EB5511" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the committed amount as of the balance sheet date of securities that an institution sells and agrees to repurchase (the identical or substantially the same securities) as a seller-borrower at a specified date for a specified price, also known as a repurchase agreement, or repo.</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentTerm_4A2560AB7E6949A9274DA0BE62EB68D5_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentTerm_4A2560AB7E6949A9274DA0BE62EB68D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt borrowings term</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentTerm_4A2560AB7E6949A9274DA0BE62EB68D5_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentTerm_4A2560AB7E6949A9274DA0BE62EB68D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Term</link:label>
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    <link:label id="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D_terseLabel_en-US" xlink:label="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of additional extension maturity periods</link:label>
    <link:label id="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D_label_en-US" xlink:label="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Number of Additional Extensions of Maturity Period</link:label>
    <link:label id="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D_documentation_en-US" xlink:label="lab_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Number of Additional Extensions of Maturity Period</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod" xlink:label="loc_ladr_LineofCreditFacilityNumberofAdditionalExtensionsofMaturityPeriod_990E2C76659ABCEAC511A0BE62EB391D" xlink:type="locator" />
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    <link:label id="lab_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C_label_en-US" xlink:label="lab_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Number Of Extension Options</link:label>
    <link:label id="lab_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Number of Extension Options</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DebtInstrumentNumberOfExtensionOptions" xlink:label="loc_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C" xlink:to="lab_ladr_DebtInstrumentNumberOfExtensionOptions_4EB03081D0E05B854696A0BE62EBFE6C" xlink:type="arc" />
    <link:label id="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8_terseLabel_en-US" xlink:label="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Length of additional extension maturity periods</link:label>
    <link:label id="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8_label_en-US" xlink:label="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument Length of Additional Period of Extension Options</link:label>
    <link:label id="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument Length of Additional Period of Extension Options</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions" xlink:label="loc_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:to="lab_ladr_DebtInstrumentLengthofAdditionalPeriodofExtensionOptions_FFB499BD1B1F3066B0ABA0BE62EB7EE8" xlink:type="arc" />
    <link:label id="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774_terseLabel_en-US" xlink:label="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repurchase agreements, number of counterparties</link:label>
    <link:label id="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774_label_en-US" xlink:label="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase Agreements, Number of Counterparties</link:label>
    <link:label id="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774_documentation_en-US" xlink:label="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repurchase Agreements, Number of Counterparties</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RepurchaseAgreementsNumberofCounterparties" xlink:label="loc_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:to="lab_ladr_RepurchaseAgreementsNumberofCounterparties_0242FC14B2B4CE60CB46A0BE62ECA774" xlink:type="arc" />
    <link:label id="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC_verboseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Gross amounts of recognized liabilities</link:label>
    <link:label id="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC_label_en-US" xlink:label="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Securities Sold under Agreements to Repurchase, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross" xlink:label="loc_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC" xlink:to="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseGross_3505103EA731EA745477A0BE62EC26DC" xlink:type="arc" />
    <link:label id="lab_us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk_ED0CFB43F65CD637A29FA0BE62ECDED9_terseLabel_en-US" xlink:label="lab_us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk_ED0CFB43F65CD637A29FA0BE62ECDED9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Excess collateral over amounts borrowed under repurchase agreements</link:label>
    <link:label id="lab_us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk_ED0CFB43F65CD637A29FA0BE62ECDED9_label_en-US" xlink:label="lab_us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk_ED0CFB43F65CD637A29FA0BE62ECDED9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase Agreement Counterparty, Amount at Risk</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk" xlink:label="loc_us-gaap_RepurchaseAgreementCounterpartyAmountAtRisk_ED0CFB43F65CD637A29FA0BE62ECDED9" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ratio indebtedness over total equity (as a percent)</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF" 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_DD907264A0EEF59F877AA0BE62EC9AFF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF" xlink:to="lab_us-gaap_ConcentrationRiskPercentage1_DD907264A0EEF59F877AA0BE62EC9AFF" xlink:type="arc" />
    <link:label id="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500_terseLabel_en-US" xlink:label="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Haircut on repurchase agreements (as a percent)</link:label>
    <link:label id="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500_label_en-US" xlink:label="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase Agreements, Collateral Value in Excess of Loan Amount, Percent</link:label>
    <link:label id="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500_documentation_en-US" xlink:label="lab_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Repurchase Agreements, Collateral Value in Excess of Loan Amount, Percent</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent" xlink:label="loc_ladr_RepurchaseAgreementsCollateralValueinExcessofLoanAmountPercent_49CD515C16FADDFF0C23A0BE62ECA500" xlink:type="locator" />
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    <link:label id="lab_ladr_BorrowingUnderCreditFaciltiesandDebtIssuanceCostsAbstract_23933C213F74CB872AF0A0BE62ECC0F7_terseLabel_en-US" xlink:label="lab_ladr_BorrowingUnderCreditFaciltiesandDebtIssuanceCostsAbstract_23933C213F74CB872AF0A0BE62ECC0F7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowing Under Credit Facilties and Debt Issuance Costs [Abstract]</link:label>
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    <link:label id="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2_terseLabel_en-US" xlink:label="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of extension maturity periods</link:label>
    <link:label id="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2_label_en-US" xlink:label="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Number of Extensions of Maturity Period</link:label>
    <link:label id="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2_documentation_en-US" xlink:label="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of twelve-month extension maturity periods, subject to the satisfaction of customary conditions under the new revolving credit facility.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2" xlink:to="lab_ladr_LineOfCreditFacilityNumberOfExtensionsOfMaturityPeriod_B4558BD775665F0CE6DDA0BE62EC7EF2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_2C73AF550FE92D6D8634A0BE62EDCAD8_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_2C73AF550FE92D6D8634A0BE62EDCAD8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis spread on variable rate (as a percent)</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_2C73AF550FE92D6D8634A0BE62EDCAD8_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_2C73AF550FE92D6D8634A0BE62EDCAD8" 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_2C73AF550FE92D6D8634A0BE62EDCAD8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB_terseLabel_en-US" xlink:label="lab_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unamortized debt issuance costs</link:label>
    <link:label id="lab_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB_label_en-US" xlink:label="lab_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unamortized Debt Issuance Expense</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB" xlink:to="lab_us-gaap_UnamortizedDebtIssuanceExpense_B74DFEAC066BCFD0F52DA0BE62EDB8CB" xlink:type="arc" />
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7_terseLabel_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Advance rates (as a percent)</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7_label_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument Advance Rates as A Percentage of Collateral</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfCollateral_CDC082AF85C22AAFA6BEA0BE62ED74C7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the advance rates as a percentage of collateral.</link:label>
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    <link:label id="lab_srt_MortgageLoansOnRealEstateAbstract_3F85A61D5A8C0DF24BB6A0BE62ED59FB_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateAbstract_3F85A61D5A8C0DF24BB6A0BE62ED59FB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage loan receivables held for investment, net, at amortized cost:</link:label>
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    <link:label id="lab_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C_terseLabel_en-US" xlink:label="lab_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage loan financing</link:label>
    <link:label id="lab_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C_label_en-US" xlink:label="lab_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Secured Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuredDebt" xlink:label="loc_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C" xlink:to="lab_us-gaap_SecuredDebt_658BB40ED31CE5C57C0CA0BE62EE781C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet_A2728D1807505E6A403BA0BE62EED8E0_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet_A2728D1807505E6A403BA0BE62EED8E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net unamortized premiums</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet_A2728D1807505E6A403BA0BE62EED8E0_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet_A2728D1807505E6A403BA0BE62EED8E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount (Premium), Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumNet_A2728D1807505E6A403BA0BE62EED8E0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Amortization of premiums</link:label>
    <link:label id="lab_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0_label_en-US" xlink:label="lab_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amortization of Debt Discount (Premium)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AmortizationOfDebtDiscountPremium" xlink:label="loc_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0" xlink:to="lab_us-gaap_AmortizationOfDebtDiscountPremium_05FB5D3DAF8DB04E08A0A0BE62EE2DB0" xlink:type="arc" />
    <link:label id="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3_terseLabel_en-US" xlink:label="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pledged assets, real estate and lease intangibles, net</link:label>
    <link:label id="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3_label_en-US" xlink:label="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pledged Assets, Not Separately Reported, Real Estate and Lease Intangibles, Net</link:label>
    <link:label id="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3_documentation_en-US" xlink:label="lab_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pledged Assets, Not Separately Reported, Real Estate and Lease Intangibles, Net</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet" xlink:label="loc_ladr_PledgedAssetsNotSeparatelyReportedRealEstateandLeaseIntangiblesNet_3A9E07E77B7668AE014EA0BE62EEBCD3" xlink:type="locator" />
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    <link:label id="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5_terseLabel_en-US" xlink:label="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Collateralized Debt Obligations [Abstract]</link:label>
    <link:label id="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5_label_en-US" xlink:label="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Collateralized Debt Obligations [Abstract]</link:label>
    <link:label id="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5_documentation_en-US" xlink:label="lab_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Collateralized Debt Obligations [Abstract]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CollateralizedDebtObligationsAbstract" xlink:label="loc_ladr_CollateralizedDebtObligationsAbstract_F6288576C97923B24357A0BE62EEECD5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_1F3A5EC612321924500AA0BE62EEE98A_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_1F3A5EC612321924500AA0BE62EEE98A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unamortized 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_DeferredFinanceCostsNet" xlink:label="loc_us-gaap_DeferredFinanceCostsNet_1F3A5EC612321924500AA0BE62EEE98A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest rate</link:label>
    <link:label id="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F_label_en-US" xlink:label="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets Sold under Agreements to Repurchase, Interest Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate" xlink:label="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F" xlink:to="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseInterestRate_2663139056DA229C8072A0BE62EFA00F" xlink:type="arc" />
    <link:label id="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset_0A5FF58560E492DDF452A0BE62EFF4A9_terseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset_0A5FF58560E492DDF452A0BE62EFF4A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross amounts offset in the balance sheet</link:label>
    <link:label id="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset_0A5FF58560E492DDF452A0BE62EFF4A9_label_en-US" xlink:label="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset_0A5FF58560E492DDF452A0BE62EFF4A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Securities Sold under Agreements to Repurchase, Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset" xlink:label="loc_us-gaap_SecuritiesSoldUnderAgreementsToRepurchaseAsset_0A5FF58560E492DDF452A0BE62EFF4A9" xlink:type="locator" />
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    <link:label id="lab_ladr_OwnershipPercentage_5B63BAD553FC3D9586B1A0BE62EFB832_terseLabel_en-US" xlink:label="lab_ladr_OwnershipPercentage_5B63BAD553FC3D9586B1A0BE62EFB832" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership percentage</link:label>
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    <link:label id="lab_ladr_OwnershipPercentage_5B63BAD553FC3D9586B1A0BE62EFB832_documentation_en-US" xlink:label="lab_ladr_OwnershipPercentage_5B63BAD553FC3D9586B1A0BE62EFB832" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ownership Percentage</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_OwnershipPercentage" xlink:label="loc_ladr_OwnershipPercentage_5B63BAD553FC3D9586B1A0BE62EFB832" xlink:type="locator" />
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    <link:label id="lab_ladr_ProceedsfromBorrowingUnderDebtObligations_0392BC3CCAEABC2CA244A0BE62EFF8F3_terseLabel_en-US" xlink:label="lab_ladr_ProceedsfromBorrowingUnderDebtObligations_0392BC3CCAEABC2CA244A0BE62EFF8F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from borrowings under debt obligations</link:label>
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    <link:label id="lab_ladr_ProceedsfromBorrowingUnderDebtObligations_0392BC3CCAEABC2CA244A0BE62EFF8F3_documentation_en-US" xlink:label="lab_ladr_ProceedsfromBorrowingUnderDebtObligations_0392BC3CCAEABC2CA244A0BE62EFF8F3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Proceeds from Borrowing Under Debt Obligations</link:label>
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    <link:label id="lab_us-gaap_InterestExpenseDebt_11F7D31A88E65D39BF9AA0BE62EF34EA_terseLabel_en-US" xlink:label="lab_us-gaap_InterestExpenseDebt_11F7D31A88E65D39BF9AA0BE62EF34EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest expense, debt</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E" 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_80434F3E02399059AA8FA0BE62EF248E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount_80434F3E02399059AA8FA0BE62EF248E" xlink:type="arc" />
    <link:label id="lab_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F_terseLabel_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings from Federal Home Loan Bank (FHLB) [Abstract]</link:label>
    <link:label id="lab_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F_label_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Federal Home Loan Banks [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FederalHomeLoanBanksAbstract" xlink:label="loc_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F" xlink:to="lab_us-gaap_FederalHomeLoanBanksAbstract_8116890B012EACF2C4B5A0BE62F0B35F" xlink:type="arc" />
    <link:label id="lab_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23_terseLabel_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum advance limit</link:label>
    <link:label id="lab_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23_label_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Federal Home Loan Bank, Advances, General Debt Obligations, Maximum Amount Available</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23" xlink:to="lab_us-gaap_FederalHomeLoanBankAdvancesGeneralDebtObligationsDisclosuresMaximumAmountAvailable_2AA2495AC8D1DD10120AA0BE62F0AB23" xlink:type="arc" />
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956_terseLabel_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Advance rates of total assets (as a percent)</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956_label_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument Advance Rates as a Percentage of Total Assets</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the advance rates as a percentage of total assets.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets" xlink:label="loc_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:to="lab_ladr_DebtInstrumentAdvanceRatesAsAPercentageOfTotalAssets_E78D5FF1E63D8E71FD3AA0BE62F0B956" xlink:type="arc" />
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56_terseLabel_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Advance rates of total equity (as a percent)</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56_label_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument Advance Rates as a Percentage of Total Equity</link:label>
    <link:label id="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument Advance Rates as a Percentage of Total Equity</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity" xlink:label="loc_ladr_DebtInstrumentAdvanceRatesasaPercentageofTotalEquity_668B7FC2682FDBEA9EFEA0BE62F04E56" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152_verboseLabel_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">FHLB borrowings outstanding</link:label>
    <link:label id="lab_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152_label_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Federal Home Loan Bank Advances</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FederalHomeLoanBankAdvancesLongTerm" xlink:label="loc_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152" xlink:to="lab_us-gaap_FederalHomeLoanBankAdvancesLongTerm_C64D26B3736A9F9BCC9FA0BE62F0B152" xlink:type="arc" />
    <link:label id="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0_terseLabel_en-US" xlink:label="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional committed term financing available from FHLB</link:label>
    <link:label id="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0_label_en-US" xlink:label="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Federal Home Loan Bank Advances Additional Committed Available Amount</link:label>
    <link:label id="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0_documentation_en-US" xlink:label="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of additional committed term financing available from Federal Home Loan Bank.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount" xlink:label="loc_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:to="lab_ladr_FederalHomeLoanBankAdvancesAdditionalCommittedAvailableAmount_C538D6674C1E15A332EAA0BE62F1E0C0" xlink:type="arc" />
    <link:label id="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E_terseLabel_en-US" xlink:label="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted average term</link:label>
    <link:label id="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E_label_en-US" xlink:label="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Weighted Average Term</link:label>
    <link:label id="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E_documentation_en-US" xlink:label="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Weighted Average Term</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DebtInstrumentWeightedAverageTerm" xlink:label="loc_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:to="lab_ladr_DebtInstrumentWeightedAverageTerm_9B3206B3C52E1B8DA577A0BE62F1687E" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stated interest rate on debt instrument (as a percent)</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453" 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_C09538A10C8A381AF45AA0BE62F1E453" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453" xlink:to="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_C09538A10C8A381AF45AA0BE62F1E453" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C_terseLabel_en-US" xlink:label="lab_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted average interest rate</link:label>
    <link:label id="lab_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C_label_en-US" xlink:label="lab_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt, Weighted Average Interest Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtWeightedAverageInterestRate" xlink:label="loc_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C" xlink:to="lab_us-gaap_DebtWeightedAverageInterestRate_8021FC45291B7509DEC0A0BE62F14B6C" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Collateral for debt instrument</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Collateral Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentCollateralAmount" xlink:label="loc_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B" xlink:to="lab_us-gaap_DebtInstrumentCollateralAmount_9F67FA942BB3269CB56FA0BE62F1302B" xlink:type="arc" />
    <link:label id="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4_terseLabel_en-US" xlink:label="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amount restricted from transfer</link:label>
    <link:label id="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4_label_en-US" xlink:label="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amount of Restricted Net Assets Consolidated and Unconsolidated Subsidiaries</link:label>
    <link:label id="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4_documentation_en-US" xlink:label="lab_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of restricted net assets of consolidated and unconsolidated subsidiaries.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries" xlink:label="loc_ladr_AmountOfRestrictedNetAssetsConsolidatedAndUnconsolidatedSubsidiaries_0D3F79EE9D7B73486FE9A0BE62F13DC4" xlink:type="locator" />
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    <link:label id="lab_ladr_MaximumPercentofFHLBAdvancestoTotalAssets_0219C8CEAE5C641587CAA0BE62F11885_terseLabel_en-US" xlink:label="lab_ladr_MaximumPercentofFHLBAdvancestoTotalAssets_0219C8CEAE5C641587CAA0BE62F11885" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum percent of FHLB advances to total assets</link:label>
    <link:label id="lab_ladr_MaximumPercentofFHLBAdvancestoTotalAssets_0219C8CEAE5C641587CAA0BE62F11885_label_en-US" xlink:label="lab_ladr_MaximumPercentofFHLBAdvancestoTotalAssets_0219C8CEAE5C641587CAA0BE62F11885" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maximum Percent of FHLB Advances to Total Assets</link:label>
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    <link:label id="lab_ladr_NoncontrollingInterestInConsolidatedJointVenturesMember_3AE85356AEA2A40D6ADE30DC4D361909_documentation_en-US" xlink:label="lab_ladr_NoncontrollingInterestInConsolidatedJointVenturesMember_3AE85356AEA2A40D6ADE30DC4D361909" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents that portion of equity (net assets) in a subsidiary related to consolidated joint ventures not attributable, directly or indirectly, to the parent. A noncontrolling interest is sometimes called a minority interest.</link:label>
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    <link:label id="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_06EB2526364630B6DEB730DC4D36F252_terseLabel_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_06EB2526364630B6DEB730DC4D36F252" 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_06EB2526364630B6DEB730DC4D36F252_label_en-US" xlink:label="lab_us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis_06EB2526364630B6DEB730DC4D36F252" 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_06EB2526364630B6DEB730DC4D36F252" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_FCFCE3405D5FD475158530DC4D365804_label_en-US" xlink:label="lab_us-gaap_AdjustmentsForErrorCorrectionDomain_FCFCE3405D5FD475158530DC4D365804" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments for Error Correction [Domain]</link:label>
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    <link:label id="lab_ladr_OutofPeriodAdjustmentRelatedtoPriorYearsMember_AB96547BB1196BA43B6230DC4D367A56_label_en-US" xlink:label="lab_ladr_OutofPeriodAdjustmentRelatedtoPriorYearsMember_AB96547BB1196BA43B6230DC4D367A56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Out-of-Period Adjustment Related to Prior Years [Member]</link:label>
    <link:label id="lab_ladr_OutofPeriodAdjustmentRelatedtoPriorYearsMember_AB96547BB1196BA43B6230DC4D367A56_documentation_en-US" xlink:label="lab_ladr_OutofPeriodAdjustmentRelatedtoPriorYearsMember_AB96547BB1196BA43B6230DC4D367A56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Out-of-Period Adjustment Related to Prior Years</link:label>
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    <link:label id="lab_srt_ApartmentBuildingMember_6496685D49FEB128324330DC4D360F53_terseLabel_en-US" xlink:label="lab_srt_ApartmentBuildingMember_6496685D49FEB128324330DC4D360F53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Apartment Building</link:label>
    <link:label id="lab_srt_ApartmentBuildingMember_6496685D49FEB128324330DC4D360F53_label_en-US" xlink:label="lab_srt_ApartmentBuildingMember_6496685D49FEB128324330DC4D360F53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Apartment Building [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ApartmentBuildingMember" xlink:label="loc_srt_ApartmentBuildingMember_6496685D49FEB128324330DC4D360F53" xlink:type="locator" />
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    <link:label id="lab_ladr_LadderCapitalRealtyIncomePartnershipILPMember_114A69A10600BF2F73BF30DC4D36E56C_terseLabel_en-US" xlink:label="lab_ladr_LadderCapitalRealtyIncomePartnershipILPMember_114A69A10600BF2F73BF30DC4D36E56C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ladder Capital Realty Income Partnership I LP</link:label>
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    <link:label id="lab_ladr_LadderCapitalRealtyIncomePartnershipILPMember_114A69A10600BF2F73BF30DC4D36E56C_documentation_en-US" xlink:label="lab_ladr_LadderCapitalRealtyIncomePartnershipILPMember_114A69A10600BF2F73BF30DC4D36E56C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the information pertaining to Ladder Capital Realty Income Partnership I LP.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LadderCapitalRealtyIncomePartnershipILPMember" xlink:label="loc_ladr_LadderCapitalRealtyIncomePartnershipILPMember_114A69A10600BF2F73BF30DC4D36E56C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LimitedPartnerMember_E96A4046324FB011D6D930DC4D36D3C7_terseLabel_en-US" xlink:label="lab_us-gaap_LimitedPartnerMember_E96A4046324FB011D6D930DC4D36D3C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LP Units</link:label>
    <link:label id="lab_us-gaap_LimitedPartnerMember_E96A4046324FB011D6D930DC4D36D3C7_label_en-US" xlink:label="lab_us-gaap_LimitedPartnerMember_E96A4046324FB011D6D930DC4D36D3C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Limited Partner [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LimitedPartnerMember" xlink:label="loc_us-gaap_LimitedPartnerMember_E96A4046324FB011D6D930DC4D36D3C7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC_terseLabel_en-US" xlink:label="lab_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Limited liability company</link:label>
    <link:label id="lab_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC_label_en-US" xlink:label="lab_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Limited Liability Company [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LimitedLiabilityCompanyMember" xlink:label="loc_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC" xlink:to="lab_us-gaap_LimitedLiabilityCompanyMember_69EDD815863AA890F80530DC4D3610DC" xlink:type="arc" />
    <link:label id="lab_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E_verboseLabel_en-US" xlink:label="lab_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Co-venturer</link:label>
    <link:label id="lab_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E_label_en-US" xlink:label="lab_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E" 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_32D781A95346F8DE3DA330DC4D36E12E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E" xlink:to="lab_us-gaap_CoVenturerMember_32D781A95346F8DE3DA330DC4D36E12E" xlink:type="arc" />
    <link:label id="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5_terseLabel_en-US" xlink:label="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Partner Type [Axis]</link:label>
    <link:label id="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5_label_en-US" xlink:label="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Partner Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PartnerTypeOfPartnersCapitalAccountAxis" xlink:label="loc_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5" xlink:to="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountAxis_8D3ACAA0FCB2BAF51AE030DC4D366DB5" xlink:type="arc" />
    <link:label id="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain_F96F264BC589FAC3125630DC4D36E7C4_terseLabel_en-US" xlink:label="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain_F96F264BC589FAC3125630DC4D36E7C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Partner Type of Partners' Capital Account, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain_F96F264BC589FAC3125630DC4D36E7C4_label_en-US" xlink:label="lab_us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain_F96F264BC589FAC3125630DC4D36E7C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Partner Type of Partners' Capital Account, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain" xlink:label="loc_us-gaap_PartnerTypeOfPartnersCapitalAccountNameDomain_F96F264BC589FAC3125630DC4D36E7C4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OtherOwnershipInterestMember_94AF7B0FFF00F76EF61430DC4D36C635_terseLabel_en-US" xlink:label="lab_us-gaap_OtherOwnershipInterestMember_94AF7B0FFF00F76EF61430DC4D36C635" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating Partner</link:label>
    <link:label id="lab_us-gaap_OtherOwnershipInterestMember_94AF7B0FFF00F76EF61430DC4D36C635_label_en-US" xlink:label="lab_us-gaap_OtherOwnershipInterestMember_94AF7B0FFF00F76EF61430DC4D36C635" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Ownership Interest [Member]</link:label>
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    <link:label id="lab_us-gaap_ConstructionLoanPayableMember_9F1F9757E3F7F3235CA830DC4D362DC5_terseLabel_en-US" xlink:label="lab_us-gaap_ConstructionLoanPayableMember_9F1F9757E3F7F3235CA830DC4D362DC5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Construction Loan</link:label>
    <link:label id="lab_us-gaap_ConstructionLoanPayableMember_9F1F9757E3F7F3235CA830DC4D362DC5_label_en-US" xlink:label="lab_us-gaap_ConstructionLoanPayableMember_9F1F9757E3F7F3235CA830DC4D362DC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Construction Loan Payable [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConstructionLoanPayableMember" xlink:label="loc_us-gaap_ConstructionLoanPayableMember_9F1F9757E3F7F3235CA830DC4D362DC5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FirstMortgageMember_4FB895D43796DE37B61530DC4D36A617_terseLabel_en-US" xlink:label="lab_us-gaap_FirstMortgageMember_4FB895D43796DE37B61530DC4D36A617" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">First mortgage loan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FirstMortgageMember" xlink:label="loc_us-gaap_FirstMortgageMember_4FB895D43796DE37B61530DC4D36A617" xlink:type="locator" />
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    <link:label id="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803_terseLabel_en-US" xlink:label="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mezzanine Loan</link:label>
    <link:label id="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803_label_en-US" xlink:label="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mezzaine Loan [Member]</link:label>
    <link:label id="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803_documentation_en-US" xlink:label="lab_ladr_MezzaineLoanMember_0F6DB8C5B37D28A9B04530DC4D360803" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mezzanine Loan [Member]</link:label>
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    <link:label id="lab_ladr_PercentageofEquityInterestReceivedwithRighttoConvertuponCapitalEventAssociatedwithLoanOrigination_7AEE5C653AF27D34FF9930DC4D36054B_terseLabel_en-US" xlink:label="lab_ladr_PercentageofEquityInterestReceivedwithRighttoConvertuponCapitalEventAssociatedwithLoanOrigination_7AEE5C653AF27D34FF9930DC4D36054B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of equity kicker received with right to convert upon capital event</link:label>
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    <link:label id="lab_ladr_EquityMethodInvestmentsPreferredReturnRateUsedToDetermineDistributionOfExcessCashFlowPercent_88727C7DD4ADB877B43330DC4D36859E_terseLabel_en-US" xlink:label="lab_ladr_EquityMethodInvestmentsPreferredReturnRateUsedToDetermineDistributionOfExcessCashFlowPercent_88727C7DD4ADB877B43330DC4D36859E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Preferred return used to determine distribution of excess cash flow (as a percent)</link:label>
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    <link:label id="lab_ladr_EquityMethodInvestmentsPercentageOfDistributionOfExcessCashFlowsAndAllDispositionProceedsUponAnySale_8C1A39D92495B56ED27630DC4D36EC6C_terseLabel_en-US" xlink:label="lab_ladr_EquityMethodInvestmentsPercentageOfDistributionOfExcessCashFlowsAndAllDispositionProceedsUponAnySale_8C1A39D92495B56ED27630DC4D36EC6C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of distribution of all excess cash flows and all disposition proceeds upon any sale entitled after consideration of preferred return and return of equity remaining in the property to operating partner</link:label>
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    <link:label id="lab_ladr_EquityMethodInvestmentsPercentageOfDistributionOfExcessCashFlowsAndAllDispositionProceedsUponAnySale_8C1A39D92495B56ED27630DC4D36EC6C_documentation_en-US" xlink:label="lab_ladr_EquityMethodInvestmentsPercentageOfDistributionOfExcessCashFlowsAndAllDispositionProceedsUponAnySale_8C1A39D92495B56ED27630DC4D36EC6C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the percentage of distribution of all excess cash flows and all disposition proceeds upon any sale entitled after consideration of preferred return and return of equity remaining in the property to operating partner under an equity method investment of the entity.</link:label>
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    <link:label id="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest_717F454B4173D3F2E0E230DC4D36094B_terseLabel_en-US" xlink:label="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest_717F454B4173D3F2E0E230DC4D36094B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of investment of operating partner</link:label>
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    <link:label id="lab_ladr_ProfitMultiplierRatio_22B4D193E07A53B9AC0B30DC4D36996D_terseLabel_en-US" xlink:label="lab_ladr_ProfitMultiplierRatio_22B4D193E07A53B9AC0B30DC4D36996D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Profit multiplier ratio</link:label>
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    <link:label id="lab_us-gaap_InterestIncomeRelatedParty_7A490F7F9981C0EAF5E415F355F9E0A0_terseLabel_en-US" xlink:label="lab_us-gaap_InterestIncomeRelatedParty_7A490F7F9981C0EAF5E415F355F9E0A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest income, related party</link:label>
    <link:label id="lab_us-gaap_InterestIncomeRelatedParty_7A490F7F9981C0EAF5E415F355F9E0A0_label_en-US" xlink:label="lab_us-gaap_InterestIncomeRelatedParty_7A490F7F9981C0EAF5E415F355F9E0A0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Income, Related Party</link:label>
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    <link:label id="lab_us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty_BFB84CA16F18D40EB0D915F355F97590_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty_BFB84CA16F18D40EB0D915F355F97590" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fees for legal expenses</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty_BFB84CA16F18D40EB0D915F355F97590_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty_BFB84CA16F18D40EB0D915F355F97590" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction, Expenses from Transactions with Related Party</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty" xlink:label="loc_us-gaap_RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty_BFB84CA16F18D40EB0D915F355F97590" xlink:type="locator" />
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    <link:label id="lab_ladr_RelatedPartyTransactionCompensationAmount_EC06AD9F760928223A3A15F355FAB5DF_label_en-US" xlink:label="lab_ladr_RelatedPartyTransactionCompensationAmount_EC06AD9F760928223A3A15F355FAB5DF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transaction, Compensation Amount</link:label>
    <link:label id="lab_ladr_RelatedPartyTransactionCompensationAmount_EC06AD9F760928223A3A15F355FAB5DF_documentation_en-US" xlink:label="lab_ladr_RelatedPartyTransactionCompensationAmount_EC06AD9F760928223A3A15F355FAB5DF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Related Party Transaction, Compensation Amount</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_RelatedPartyTransactionCompensationAmount" xlink:label="loc_ladr_RelatedPartyTransactionCompensationAmount_EC06AD9F760928223A3A15F355FAB5DF" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OffsettingAssetsTableTextBlock_57B459AC2FF2152765EF41D99181CD03_terseLabel_en-US" xlink:label="lab_us-gaap_OffsettingAssetsTableTextBlock_743B0F7278CB562D868A870CC93B1301" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of offsetting of financial assets</link:label>
    <link:label id="lab_us-gaap_OffsettingAssetsTableTextBlock_57B459AC2FF2152765EF41D99181CD03_label_en-US" xlink:label="lab_us-gaap_OffsettingAssetsTableTextBlock_743B0F7278CB562D868A870CC93B1301" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Offsetting Assets [Table Text Block]</link:label>
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    <link:label id="lab_us-gaap_OffsettingLiabilitiesTableTextBlock_A5FA20695C7C87A7D43F41D991813F6E_label_en-US" xlink:label="lab_us-gaap_OffsettingLiabilitiesTableTextBlock_83F9CBE6AC72546EB37DD7B2F1103575" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Offsetting Liabilities [Table Text Block]</link:label>
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    <link:label id="lab_ladr_PhantomEquityInvestmentPlanMember_5C2687584A99E96EDFD102DE50D3852D_documentation_en-US" xlink:label="lab_ladr_PhantomEquityInvestmentPlanMember_5C2687584A99E96EDFD102DE50D3852D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information concerning the Phantom Equity Investment plan.</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_D2D5251AF31BC9859E811807B03CAC41_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_D2D5251AF31BC9859E811807B03CAC41" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash flows from investing activities:</link:label>
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    <link:label id="lab_us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities_7265DD151534070035781807B03CA5FA_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities_7265DD151534070035781807B03CA5FA" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchase of derivative instruments</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities_7265DD151534070035781807B03CA5FA_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities_7265DD151534070035781807B03CA5FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Derivative Instrument, Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities" xlink:label="loc_us-gaap_PaymentsForProceedsFromDerivativeInstrumentInvestingActivities_7265DD151534070035781807B03CA5FA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProceedsFromDerivativeInstrumentInvestingActivities_14B65DC72FE7D6930F4E1807B03C8BCD_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromDerivativeInstrumentInvestingActivities_14B65DC72FE7D6930F4E1807B03C8BCD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sale of derivative instruments</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromDerivativeInstrumentInvestingActivities" xlink:label="loc_us-gaap_ProceedsFromDerivativeInstrumentInvestingActivities_14B65DC72FE7D6930F4E1807B03C8BCD" xlink:type="locator" />
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    <link:label id="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E_negatedLabel_en-US" xlink:label="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases of real estate securities</link:label>
    <link:label id="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E_label_en-US" xlink:label="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Real Estate Securities</link:label>
    <link:label id="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E_documentation_en-US" xlink:label="lab_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments to Acquire Real Estate Securities</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_PaymentstoAcquireRealEstateSecurities" xlink:label="loc_ladr_PaymentstoAcquireRealEstateSecurities_C686307295E264CFB0961807B03C7A9E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_72265CDF29D6DC18D0AF1807B03CD1E2_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_72265CDF29D6DC18D0AF1807B03CD1E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repayment of real estate securities</link:label>
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    <link:label id="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A_terseLabel_en-US" xlink:label="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sales of real estate securities</link:label>
    <link:label id="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A_label_en-US" xlink:label="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Real Estate Securities</link:label>
    <link:label id="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A_documentation_en-US" xlink:label="lab_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Real Estate Securities</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ProceedsfromSaleofRealEstateSecurities" xlink:label="loc_ladr_ProceedsfromSaleofRealEstateSecurities_42F2A93AE2C84CDD836D1807B03D903A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProceedsFromSaleOfFederalReserveStock_96A0E610F3AAD9E7FC7E1807B03D2ABB_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfFederalReserveStock_96A0E610F3AAD9E7FC7E1807B03D2ABB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sale of FHLB stock</link:label>
    <link:label id="lab_us-gaap_ProceedsFromSaleOfFederalReserveStock_96A0E610F3AAD9E7FC7E1807B03D2ABB_label_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfFederalReserveStock_96A0E610F3AAD9E7FC7E1807B03D2ABB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Federal Reserve Bank Stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromSaleOfFederalReserveStock" xlink:label="loc_us-gaap_ProceedsFromSaleOfFederalReserveStock_96A0E610F3AAD9E7FC7E1807B03D2ABB" xlink:type="locator" />
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    <link:label id="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A_negatedLabel_en-US" xlink:label="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Origination of mortgage loan receivables held for investment</link:label>
    <link:label id="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A_label_en-US" xlink:label="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Loans and Leases Held For Investment and Origination of Loans</link:label>
    <link:label id="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A_documentation_en-US" xlink:label="lab_ladr_PaymentsToAcquireLoansAndLeasesHeldForInvestmentAndOriginationOfLoans_FA66575EDA483B8A159D1807B03D8E2A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The cash outflow from purchases of loans held-for-investment or purchases of leases held-for-investment or origination of loans.</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquireLoansAndLeasesHeldForInvestment_781AAE6090AD78E4277C1807B03DE40E_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireLoansAndLeasesHeldForInvestment_781AAE6090AD78E4277C1807B03DE40E" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases of mortgage loan receivables held for investment</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireLoansAndLeasesHeldForInvestment" xlink:label="loc_us-gaap_PaymentsToAcquireLoansAndLeasesHeldForInvestment_781AAE6090AD78E4277C1807B03DE40E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment_4A820CFA00B44C6576741807B03D0C54_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment_4A820CFA00B44C6576741807B03D0C54" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repayment of mortgage loan receivables held for investment</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment" xlink:label="loc_us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment_4A820CFA00B44C6576741807B03D0C54" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment_4A820CFA00B44C6576741807B03D0C54" xlink:to="lab_us-gaap_ProceedsFromPrincipalRepaymentsOnLoansAndLeasesHeldForInvestment_4A820CFA00B44C6576741807B03D0C54" xlink:type="arc" />
    <link:label id="lab_ladr_ProceedsOfBasisRecoveryOfAgencyInterestOnlySecurities_C431290513D1B2C1ECA21807B03D508B_terseLabel_en-US" xlink:label="lab_ladr_ProceedsOfBasisRecoveryOfAgencyInterestOnlySecurities_C431290513D1B2C1ECA21807B03D508B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis recovery of Agency interest-only securities</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquireEquityMethodInvestments_1A7DD6438FE56DA3ECE51807B03EF3C3_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireEquityMethodInvestments_1A7DD6438FE56DA3ECE51807B03EF3C3" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Capital contributions to investment in unconsolidated joint ventures</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireEquityMethodInvestments" xlink:label="loc_us-gaap_PaymentsToAcquireEquityMethodInvestments_1A7DD6438FE56DA3ECE51807B03EF3C3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PaymentsOfStockIssuanceCosts_80FB759D13F8E4BB02B91807B0417481_label_en-US" xlink:label="lab_us-gaap_PaymentsOfStockIssuanceCosts_80FB759D13F8E4BB02B91807B0417481" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments of Stock Issuance Costs</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_AA6BF9343E39470266D31807B0416A7F_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_AA6BF9343E39470266D31807B0416A7F" 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>
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    <link:label id="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_70ACACB73B46FDD35E1A1807B0415471_totalLabel_en-US" xlink:label="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_70ACACB73B46FDD35E1A1807B0415471" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net increase (decrease) in cash, cash equivalents and restricted cash</link:label>
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    <link:label id="lab_us-gaap_InterestPaidNet_92FBCA9252244435C9411807B042ECDE_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPaidNet_92FBCA9252244435C9411807B042ECDE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash paid for interest, net of amounts capitalized</link:label>
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    <link:label id="lab_us-gaap_IncomeTaxesPaidNet_A9ADB678CA78090ECC1B1807B042693B_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaidNet_A9ADB678CA78090ECC1B1807B042693B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash paid (received) for income taxes</link:label>
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    <link:label id="lab_ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment_CEFEE5499130D43BEB651807B0441FAC_terseLabel_en-US" xlink:label="lab_ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment_CEFEE5499130D43BEB651807B0441FAC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repayment in transit of mortgage loans receivable held for investment (other assets)</link:label>
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    <link:label id="lab_ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment_CEFEE5499130D43BEB651807B0441FAC_documentation_en-US" xlink:label="lab_ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment_CEFEE5499130D43BEB651807B0441FAC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase (Decrease), In Transit Of Mortgage Loans Receivable Held For Investment</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment" xlink:label="loc_ladr_IncreaseDecreaseInTransitOfMortgageLoansReceivableHeldForInvestment_CEFEE5499130D43BEB651807B0441FAC" xlink:type="locator" />
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    <link:label id="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6_terseLabel_en-US" xlink:label="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Transfer from mortgage loans receivable held for sale to mortgage loans receivable held for investment, at amortized cost</link:label>
    <link:label id="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6_label_en-US" xlink:label="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Transfer from Mortgage Loans Receivable Held for Sale to Mortgage Loans Receivable Held for Investment, at Amortized Cost</link:label>
    <link:label id="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6_documentation_en-US" xlink:label="lab_ladr_TransferfromMortgageLoansReceivableHeldforSaletoMortgageLoansReceivableHeldforInvestmentatAmortizedCost_2E51D57BD5C6971D38FC1807B04496C6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Transfer from Mortgage Loans Receivable Held for Sale to Mortgage Loans Receivable Held for Investment, at Amortized Cost</link:label>
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    <link:label id="lab_ladr_NonCashProceedsfromSaleOfRealEstate_CCCDF02B63081465E1471807B044B5A6_terseLabel_en-US" xlink:label="lab_ladr_NonCashProceedsfromSaleOfRealEstate_CCCDF02B63081465E1471807B044B5A6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sale of real estate</link:label>
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    <link:label id="lab_ladr_NonCashProceedsfromSaleOfRealEstate_CCCDF02B63081465E1471807B044B5A6_documentation_en-US" xlink:label="lab_ladr_NonCashProceedsfromSaleOfRealEstate_CCCDF02B63081465E1471807B044B5A6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non-Cash Proceeds from Sale Of Real Estate</link:label>
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    <link:label id="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059_terseLabel_en-US" xlink:label="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reduction in proceeds from sales of real estate</link:label>
    <link:label id="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059_label_en-US" xlink:label="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Sales Of Mortgage Loan Receivables Held For Sale</link:label>
    <link:label id="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059_documentation_en-US" xlink:label="lab_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Proceeds From Sales Of Mortgage Loan Receivables Held For Sale</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale" xlink:label="loc_ladr_ProceedsFromSalesOfMortgageLoanReceivablesHeldForSale_0A3ABB908FAD02A45C5C1807B044E059" xlink:type="locator" />
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    <link:label id="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2_negatedTerseLabel_en-US" xlink:label="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Assumption of debt obligations by real estate buyer/defeasance of debt and related costs</link:label>
    <link:label id="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2_label_en-US" xlink:label="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assumption of Debt Obligations by Real Estate Buyer</link:label>
    <link:label id="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2_documentation_en-US" xlink:label="lab_ladr_AssumptionofDebtObligationsbyRealEstateBuyer_FD102C2128B2DAA626C91807B044F3C2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Assumption of Debt Obligations by Real Estate Buyer</link:label>
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    <link:label id="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D_terseLabel_en-US" xlink:label="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Exchange of noncontrolling interest for common stock</link:label>
    <link:label id="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D_label_en-US" xlink:label="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exchange of Noncontrolling Interest for Common Stock</link:label>
    <link:label id="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D_documentation_en-US" xlink:label="lab_ladr_ExchangeOfNoncontrollingInterestForCommonStock_33D61E915BC660DC70EB1807B044206D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of exchange of noncontrolling interest for common stock under a non-cash transaction.</link:label>
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    <link:label id="lab_ladr_DeferredTaxAssetTaxReceivableAgreementIncreaseDecrease_230FD88592F4323AB7A01807B0457A8B_terseLabel_en-US" xlink:label="lab_ladr_DeferredTaxAssetTaxReceivableAgreementIncreaseDecrease_230FD88592F4323AB7A01807B0457A8B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Change in deferred tax asset related to exchanges of noncontrolling interest for common stock</link:label>
    <link:label id="lab_ladr_DeferredTaxAssetTaxReceivableAgreementIncreaseDecrease_230FD88592F4323AB7A01807B0457A8B_label_en-US" xlink:label="lab_ladr_DeferredTaxAssetTaxReceivableAgreementIncreaseDecrease_230FD88592F4323AB7A01807B0457A8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Asset, Tax Receivable Agreement, Increase (Decrease)</link:label>
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    <link:label id="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E_terseLabel_en-US" xlink:label="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in amount payable pursuant to tax receivable agreement</link:label>
    <link:label id="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E_label_en-US" xlink:label="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tax Receivable Agreement Liabilities Assumed in Noncash Operating Activity</link:label>
    <link:label id="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E_documentation_en-US" xlink:label="lab_ladr_TaxReceivableAgreementLiabilitiesAssumedInNoncashOperatingActivity_D4D1ED9B0B65A7AA81A21807B045BF6E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the value of payable pursuant to the tax receivable agreement in noncash transactions.</link:label>
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    <link:label id="lab_ladr_NoncashRebalancingofOwnershipPercentageBetweenEntityandOperatingPartnership_391871ACC716EE4D56EC1807B0454C28_terseLabel_en-US" xlink:label="lab_ladr_NoncashRebalancingofOwnershipPercentageBetweenEntityandOperatingPartnership_391871ACC716EE4D56EC1807B0454C28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rebalancing of ownership percentage between Company and Operating Partnership</link:label>
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    <link:label id="lab_ladr_DividendsDeclaredNotpaid_99B21E75A76C785C1F161807B0450111_terseLabel_en-US" xlink:label="lab_ladr_DividendsDeclaredNotpaid_99B21E75A76C785C1F161807B0450111" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends declared, not paid</link:label>
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    <link:label id="lab_ladr_DividendsDeclaredNotpaid_99B21E75A76C785C1F161807B0450111_documentation_en-US" xlink:label="lab_ladr_DividendsDeclaredNotpaid_99B21E75A76C785C1F161807B0450111" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Dividends Declared, Not paid</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_DividendsDeclaredNotpaid" xlink:label="loc_ladr_DividendsDeclaredNotpaid_99B21E75A76C785C1F161807B0450111" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DividendsStock_B44F545F1B026F7CB4581807B04509EC_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsStock_B44F545F1B026F7CB4581807B04509EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock dividends</link:label>
    <link:label id="lab_us-gaap_DividendsStock_B44F545F1B026F7CB4581807B04509EC_label_en-US" xlink:label="lab_us-gaap_DividendsStock_B44F545F1B026F7CB4581807B04509EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Stock</link:label>
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    <link:label id="lab_us-gaap_RestrictedCashAndInvestments_4720194422A1DC8F0CFC1807B0466254_label_en-US" xlink:label="lab_us-gaap_RestrictedCashAndInvestments_4720194422A1DC8F0CFC1807B0466254" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Cash and Investments</link:label>
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    <link:label id="lab_us-gaap_OffsettingDerivativeLiabilitiesAbstract_4C41092531B1B15C74E5CA9C4CB143A4_terseLabel_en-US" xlink:label="lab_us-gaap_OffsettingDerivativeLiabilitiesAbstract_0C2EC2D10EC85DAA905971E0F796205B" 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_OffsettingDerivativeLiabilitiesAbstract_4C41092531B1B15C74E5CA9C4CB143A4_label_en-US" xlink:label="lab_us-gaap_OffsettingDerivativeLiabilitiesAbstract_0C2EC2D10EC85DAA905971E0F796205B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Offsetting Derivative Liabilities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OffsettingDerivativeLiabilitiesAbstract" xlink:label="loc_us-gaap_OffsettingDerivativeLiabilitiesAbstract_0C2EC2D10EC85DAA905971E0F796205B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_21DB4D2B11C1E42EBCB8CA9C4CB13240_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_2EF0DAA37D725F1D92C9A98A8D7394A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross amounts of recognized liabilities</link:label>
    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_21DB4D2B11C1E42EBCB8CA9C4CB13240_label_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeLiability_2EF0DAA37D725F1D92C9A98A8D7394A8" 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_2EF0DAA37D725F1D92C9A98A8D7394A8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DerivativeLiabilityFairValueGrossAsset_5B6D4FFAE6185965847DCA9C4CB1A32F_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilityFairValueGrossAsset_477DAA5D21B6538484AD344F1E5DD01A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross amounts offset in the balance sheet</link:label>
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    <link:label id="lab_us-gaap_DerivativeLiabilities_285868EC484E28F31BAACA9C4CB1E1FA_totalLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilities_E48C8A962C5759C9AA9395B871358DE9" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net amounts of liabilities presented in the balance sheet</link:label>
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    <link:label id="lab_us-gaap_DerivativeLiabilityFairValueNetAbstract_F3867EEE3D5BEA9D5762CA9C4CB12E6A_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilityFairValueNetAbstract_88A4609D9E5B551C8B7AEA7B5F2938B8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross amounts not offset in the balance sheet</link:label>
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    <link:label id="lab_ladr_DerivativeCollateralRightToReclaimFinancialInstruments_14C339FB8AE78500ADC2CA9C4CB1897A_terseLabel_en-US" xlink:label="lab_ladr_DerivativeCollateralRightToReclaimFinancialInstruments_10149C25F93751AEADD174343FA8DCAF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial instruments collateral</link:label>
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    <link:label id="lab_us-gaap_DerivativeFairValueOfDerivativeLiabilityAmountOffsetAgainstCollateral_515ECE309D1BE2E35853CA9C4CB162A7_totalLabel_en-US" xlink:label="lab_us-gaap_DerivativeFairValueOfDerivativeLiabilityAmountOffsetAgainstCollateral_9C848E6AD32D5D098A37C4B4513ACD81" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net amount</link:label>
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    <link:label id="lab_ladr_RepurchaseAgreementsShortTermMember_D2F4D131441316B3974C16FD5833AB7E_documentation_en-US" xlink:label="lab_ladr_RepurchaseAgreementsShortTermMember_D2F4D131441316B3974C16FD5833AB7E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to repurchase agreements for period within one year or the normal operating cycle, if longer.</link:label>
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    <link:label id="lab_us-gaap_FederalHomeLoanBankAdvancesMember_BAB619528E527352D05616FD58331523_terseLabel_en-US" xlink:label="lab_us-gaap_FederalHomeLoanBankAdvancesMember_BAB619528E527352D05616FD58331523" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings from the FHLB</link:label>
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    <link:label id="lab_us-gaap_ValuationTechniqueAxis_5440721C64A3EB2F887916FD5835696E_label_en-US" xlink:label="lab_us-gaap_ValuationTechniqueAxis_5440721C64A3EB2F887916FD5835696E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Valuation Approach and Technique [Axis]</link:label>
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    <link:label id="lab_us-gaap_ValuationTechniqueDomain_5D17FAE62E8AA01DAE1316FD58355410_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain_5D17FAE62E8AA01DAE1316FD58355410" 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_5D17FAE62E8AA01DAE1316FD58355410_label_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain_5D17FAE62E8AA01DAE1316FD58355410" 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_5D17FAE62E8AA01DAE1316FD58355410" xlink:type="locator" />
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    <link:label id="lab_ladr_InternalModelThirdPartyInputsValuationTechniqueMember_439D5F7E187E6DBDE15516FD58351AF6_terseLabel_en-US" xlink:label="lab_ladr_InternalModelThirdPartyInputsValuationTechniqueMember_439D5F7E187E6DBDE15516FD58351AF6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Internal Model Third Party Inputs Valuation Technique</link:label>
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    <link:label id="lab_ladr_InternalModelThirdPartyInputsValuationTechniqueMember_439D5F7E187E6DBDE15516FD58351AF6_documentation_en-US" xlink:label="lab_ladr_InternalModelThirdPartyInputsValuationTechniqueMember_439D5F7E187E6DBDE15516FD58351AF6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the Internal model, third-party inputs technique used to measure fair value.</link:label>
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    <link:label id="lab_ladr_DiscountedCashFlowValuationTechniqueMember_6BC127B7712899DFE1E316FD58353032_terseLabel_en-US" xlink:label="lab_ladr_DiscountedCashFlowValuationTechniqueMember_6BC127B7712899DFE1E316FD58353032" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Discounted Cash Flow</link:label>
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    <link:label id="lab_ladr_DiscountedCashFlowValuationTechniqueMember_6BC127B7712899DFE1E316FD58353032_documentation_en-US" xlink:label="lab_ladr_DiscountedCashFlowValuationTechniqueMember_6BC127B7712899DFE1E316FD58353032" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the discounted cash flow technique used to measure fair value.</link:label>
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    <link:label id="lab_ladr_BrokerQuotationsPricingServicesValuationTechniqueMember_A2DDBFFCCC1A088CC8C816FD58365D84_documentation_en-US" xlink:label="lab_ladr_BrokerQuotationsPricingServicesValuationTechniqueMember_A2DDBFFCCC1A088CC8C816FD58365D84" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the broker quotations, pricing services technique used to measure fair value.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_BrokerQuotationsPricingServicesValuationTechniqueMember" xlink:label="loc_ladr_BrokerQuotationsPricingServicesValuationTechniqueMember_A2DDBFFCCC1A088CC8C816FD58365D84" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_BrokerQuotationsPricingServicesValuationTechniqueMember_A2DDBFFCCC1A088CC8C816FD58365D84" xlink:to="lab_ladr_BrokerQuotationsPricingServicesValuationTechniqueMember_A2DDBFFCCC1A088CC8C816FD58365D84" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Measurement Inputs and Valuation Techniques [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurement Inputs and Valuation Techniques [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_FA9B25E87A2B1FA12AA216FD583675E1" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsAbstract_30ECCF117649EF8095DF16FD58363131_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsAbstract_30ECCF117649EF8095DF16FD58363131" 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_AssetsAbstract_30ECCF117649EF8095DF16FD58363131_label_en-US" xlink:label="lab_us-gaap_AssetsAbstract_30ECCF117649EF8095DF16FD58363131" 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_30ECCF117649EF8095DF16FD58363131" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsAbstract_30ECCF117649EF8095DF16FD58363131" xlink:to="lab_us-gaap_AssetsAbstract_30ECCF117649EF8095DF16FD58363131" xlink:type="arc" />
    <link:label id="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA_terseLabel_en-US" xlink:label="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outstanding Face Amount</link:label>
    <link:label id="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA_label_en-US" xlink:label="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets Outstanding Face Amount</link:label>
    <link:label id="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA_documentation_en-US" xlink:label="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the outstanding face amount of assets.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AssetsOutstandingFaceAmount" xlink:label="loc_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:to="lab_ladr_AssetsOutstandingFaceAmount_FB3A8031F3B928FF18F616FD583610FA" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Nonhedge derivative assets</link:label>
    <link:label id="lab_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907_label_en-US" xlink:label="lab_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Asset, Notional Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeAssetNotionalAmount" xlink:label="loc_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907" xlink:to="lab_us-gaap_DerivativeAssetNotionalAmount_4C4F18C5B694AB12550916FD58376907" xlink:type="arc" />
    <link:label id="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF_terseLabel_en-US" xlink:label="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortized Cost Basis/Purchase Price</link:label>
    <link:label id="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF_label_en-US" xlink:label="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets Amortized Cost Basis</link:label>
    <link:label id="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF_documentation_en-US" xlink:label="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the assets at amortized cost basis.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AssetsAmortizedCostBasis" xlink:label="loc_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:to="lab_ladr_AssetsAmortizedCostBasis_4C55873CDAD7E7C1E4A516FD583CBADF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1" 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_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1_label_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, 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_AssetsFairValueDisclosure" xlink:label="loc_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1" xlink:to="lab_us-gaap_AssetsFairValueDisclosure_5395F09815FCB43D3FE816FD583C3AD1" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying Value</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtSecurities" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_8E6924A5CE27CA1617E5175BDF8DD9A3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt securities, available-for-sale, measurement input</link:label>
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E_label_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Measurement Input</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleMeasurementInput_7A54C215484CB1C8F2D916FD583D0C4E" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesAbstract_DB16C78F5026D2E50ED216FD583DE0CA_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract_DB16C78F5026D2E50ED216FD583DE0CA" 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_DB16C78F5026D2E50ED216FD583DE0CA_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract_DB16C78F5026D2E50ED216FD583DE0CA" 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_DB16C78F5026D2E50ED216FD583DE0CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesAbstract_DB16C78F5026D2E50ED216FD583DE0CA" xlink:to="lab_us-gaap_LiabilitiesAbstract_DB16C78F5026D2E50ED216FD583DE0CA" xlink:type="arc" />
    <link:label id="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328_terseLabel_en-US" xlink:label="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outstanding Face Amount</link:label>
    <link:label id="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328_label_en-US" xlink:label="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities Outstanding Face Amount</link:label>
    <link:label id="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328_documentation_en-US" xlink:label="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the outstanding face amount of liabilities.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LiabilitiesOutstandingFaceAmount" xlink:label="loc_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:to="lab_ladr_LiabilitiesOutstandingFaceAmount_BF86E3BB216F9F05174416FD583D0328" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Nonhedge derivative liabilities</link:label>
    <link:label id="lab_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A_label_en-US" xlink:label="lab_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative Liability, Notional Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeLiabilityNotionalAmount" xlink:label="loc_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A" xlink:to="lab_us-gaap_DerivativeLiabilityNotionalAmount_344F30C6916BA2A8EDE716FD583D064A" xlink:type="arc" />
    <link:label id="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961_terseLabel_en-US" xlink:label="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortized Cost Basis/Purchase Price</link:label>
    <link:label id="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961_label_en-US" xlink:label="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities Amortized Cost Basis</link:label>
    <link:label id="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961_documentation_en-US" xlink:label="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the liabilities at amortized cost basis.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LiabilitiesAmortizedCostBasis" xlink:label="loc_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:to="lab_ladr_LiabilitiesAmortizedCostBasis_2D25F949BCB8F83D591516FD583D1961" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilitiesFairValueDisclosure_18415C65A85EFF59223216FD583D9F94_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosure_18415C65A85EFF59223216FD583D9F94" 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_LiabilitiesFairValueDisclosure_18415C65A85EFF59223216FD583D9F94_label_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosure_18415C65A85EFF59223216FD583D9F94" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financial and Nonfinancial Liabilities, 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_LiabilitiesFairValueDisclosure" xlink:label="loc_us-gaap_LiabilitiesFairValueDisclosure_18415C65A85EFF59223216FD583D9F94" xlink:type="locator" />
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    <link:label id="lab_ladr_TwoThousandandEighteenBonusExpenseMember_6153044FA447CADC52E53031A58CCD2E_label_en-US" xlink:label="lab_ladr_TwoThousandandEighteenBonusExpenseMember_6153044FA447CADC52E53031A58CCD2E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand and Eighteen Bonus Expense [Member]</link:label>
    <link:label id="lab_ladr_TwoThousandandEighteenBonusExpenseMember_6153044FA447CADC52E53031A58CCD2E_documentation_en-US" xlink:label="lab_ladr_TwoThousandandEighteenBonusExpenseMember_6153044FA447CADC52E53031A58CCD2E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand and Eighteen Bonus Expense [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_TwoThousandandEighteenBonusExpenseMember" xlink:label="loc_ladr_TwoThousandandEighteenBonusExpenseMember_6153044FA447CADC52E53031A58CCD2E" xlink:type="locator" />
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    <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_04F72B41FE2BA688F2E33031A58CA482" xlink:type="locator" />
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_ManagementGranteesMember" xlink:label="loc_ladr_ManagementGranteesMember_737FC465D7A3B7C4595E3031A58C7C69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ManagementGranteesMember_737FC465D7A3B7C4595E3031A58C7C69" xlink:to="lab_ladr_ManagementGranteesMember_737FC465D7A3B7C4595E3031A58C7C69" xlink:type="arc" />
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    <link:label id="lab_us-gaap_AwardTypeAxis_17B9E0B39D7448D6309A3031A58CB4AD_label_en-US" xlink:label="lab_us-gaap_AwardTypeAxis_17B9E0B39D7448D6309A3031A58CB4AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Type [Axis]</link:label>
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    <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_2CDDC83BC13FD166DC643031A58C1D2B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RestrictedStockMember_F5475EA5D7DCB13869DF3031A58C0432_label_en-US" xlink:label="lab_us-gaap_RestrictedStockMember_F5475EA5D7DCB13869DF3031A58C0432" 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_F5475EA5D7DCB13869DF3031A58C0432" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedStockMember_F5475EA5D7DCB13869DF3031A58C0432" xlink:to="lab_us-gaap_RestrictedStockMember_F5475EA5D7DCB13869DF3031A58C0432" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock Options</link:label>
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C_label_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C" 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_AE34D0FA97E6D0A846EF3031A58C215C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C" xlink:to="lab_us-gaap_EmployeeStockOptionMember_AE34D0FA97E6D0A846EF3031A58C215C" xlink:type="arc" />
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_RestrictedStockWithDividendEquivalentRightsMember" xlink:label="loc_ladr_RestrictedStockWithDividendEquivalentRightsMember_C668001699F7757613F73031A58C5FD6" xlink:type="locator" />
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    <link:label id="lab_us-gaap_VestingAxis_ED717C759CD37799715B3031A58CE3B7_label_en-US" xlink:label="lab_us-gaap_VestingAxis_ED717C759CD37799715B3031A58CE3B7" 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_ED717C759CD37799715B3031A58CE3B7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_VestingDomain_1CCF2CB86CC4D98B40453031A58CF379_label_en-US" xlink:label="lab_us-gaap_VestingDomain_1CCF2CB86CC4D98B40453031A58CF379" 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_1CCF2CB86CC4D98B40453031A58CF379" xlink:type="locator" />
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    <link:label id="lab_ladr_TimeBasedVestingMember_6C53F976A33986808FF33031A58C2C25_terseLabel_en-US" xlink:label="lab_ladr_TimeBasedVestingMember_6C53F976A33986808FF33031A58C2C25" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Time-based vesting</link:label>
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    <link:label id="lab_ladr_TimeBasedVestingMember_6C53F976A33986808FF33031A58C2C25_documentation_en-US" xlink:label="lab_ladr_TimeBasedVestingMember_6C53F976A33986808FF33031A58C2C25" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to time-based vesting.</link:label>
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    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheSevenMember_4C01F0314A5BD48940DB3031A58C2318_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheSevenMember_4C01F0314A5BD48940DB3031A58C2318" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Year 1</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationAwardTrancheThreeMember" xlink:label="loc_us-gaap_ShareBasedCompensationAwardTrancheThreeMember_3FF5FB759E4275A05CF43031A59B976F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationAwardTrancheThreeMember_3FF5FB759E4275A05CF43031A59B976F" xlink:to="lab_us-gaap_ShareBasedCompensationAwardTrancheThreeMember_3FF5FB759E4275A05CF43031A59B976F" xlink:type="arc" />
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Period 4</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56_label_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Four [Member]</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56_documentation_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Four [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SharebasedCompensationAwardTrancheFourMember" xlink:label="loc_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:to="lab_ladr_SharebasedCompensationAwardTrancheFourMember_750DABDC0F3F63CC4AF53031A59B4E56" xlink:type="arc" />
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Period 5</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2_label_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Five [Member]</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2_documentation_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Five [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SharebasedCompensationAwardTrancheFiveMember" xlink:label="loc_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:to="lab_ladr_SharebasedCompensationAwardTrancheFiveMember_FAB742C46353548DBFB63031A59B54A2" xlink:type="arc" />
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Period 6</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE_label_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Six [Member]</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE_documentation_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Six [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SharebasedCompensationAwardTrancheSixMember" xlink:label="loc_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:to="lab_ladr_SharebasedCompensationAwardTrancheSixMember_5BF3A2484440FAB67A4F3031A59BA2CE" xlink:type="arc" />
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Period 7</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3_label_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Eight [Member]</link:label>
    <link:label id="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3_documentation_en-US" xlink:label="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based Compensation Award, Tranche Eight [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_SharebasedCompensationAwardTrancheEightMember" xlink:label="loc_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:to="lab_ladr_SharebasedCompensationAwardTrancheEightMember_634ABFD53CAD9E7F7F2F3031A59BA1D3" xlink:type="arc" />
    <link:label id="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931_terseLabel_en-US" xlink:label="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Time Based Vesting on Three Year Anniversary</link:label>
    <link:label id="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931_label_en-US" xlink:label="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Time Based Vesting on Three Year Anniversary [Member]</link:label>
    <link:label id="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931_documentation_en-US" xlink:label="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to time-based vesting on three year anniversary.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_TimeBasedVestingOnThreeYearAnniversaryMember" xlink:label="loc_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:to="lab_ladr_TimeBasedVestingOnThreeYearAnniversaryMember_E1C960CF7C647ED084643031A59B7931" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aggregate value of awards granted</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Value, 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_StockIssuedDuringPeriodValueRestrictedStockAwardGross" xlink:label="loc_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E" xlink:to="lab_us-gaap_StockIssuedDuringPeriodValueRestrictedStockAwardGross_ACE4E479837FE90788203031A59B272E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of restricted shares granted (in shares)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC" 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_C233067DE6EB1A8E048B3031A59B52EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_C233067DE6EB1A8E048B3031A59B52EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vesting percentage</link:label>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4" 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 Rights, Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4" xlink:to="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_23BF233679702F5967803031A59BE6C4" xlink:type="arc" />
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21_terseLabel_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of installments in which awards are vested</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21_label_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" 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 Installments for Vesting of Awards</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21_documentation_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of installments in which awards are vested in equity-based compensation.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards" xlink:label="loc_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" xlink:to="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfInstallmentsForVestingOfAwards_92C191A058522FD276553031A59BFE21" xlink:type="arc" />
    <link:label id="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA_terseLabel_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of anniversaries in which awards are vested</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA_label_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" 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 Anniversaries For Vesting Of Awards</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA_documentation_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" 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 Number Of Anniversaries For Vesting Of Awards</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards" xlink:label="loc_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" xlink:to="lab_ladr_ShareBasedCompensationArrangementbyShareBasedPaymentAwardNumberOfAnniversariesForVestingOfAwards_7E1D39DE6B17A36FF3753031A59B9ECA" xlink:type="arc" />
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB_terseLabel_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum performance target percentage</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB_label_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" 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 Minimum Percentage of Return on Equity</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB_documentation_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the minimum percentage of return on equity as a basis of performance-based vesting in equity-based compensation.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity" xlink:label="loc_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" xlink:to="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardMinimumPercentageOfReturnOnEquity_BCD833A536F3EEFECB763031A59BEEFB" xlink:type="arc" />
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622_terseLabel_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Performance period</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622_label_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622" 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 Performance Period</link:label>
    <link:label id="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622_documentation_en-US" xlink:label="lab_ladr_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerformancePeriod_FF7B21DE77C5B04408E33031A59BD622" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the performance period as a basis of performance-based vesting in equity-based compensation.</link:label>
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    <link:label id="lab_ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue_6278B5654205403F75223031A59BE5BA_terseLabel_en-US" xlink:label="lab_ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue_6278B5654205403F75223031A59BE5BA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aggregate grant date fair value of stock options granted</link:label>
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue" xlink:label="loc_ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue_6278B5654205403F75223031A59BE5BA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue_6278B5654205403F75223031A59BE5BA" xlink:to="lab_ladr_SharebasedCompensationArrangementbySharebasedPaymentAwardOptionsGrantsinPeriodGrantDateFairValue_6278B5654205403F75223031A59BE5BA" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value valuation assumptions: risk-free rate</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06" 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, Fair Value Assumptions, Risk Free Interest Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_76FA82C7E942ADE92FD43031A59BEA06" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value valuation assumptions: dividend yield</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55" 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, Fair Value Assumptions, Expected Dividend Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_6CA77F1866B2F70E3CCB3031A59BFB55" xlink:type="arc" />
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_7972B67091A78B21D9BB3031A59BEFF3_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_7972B67091A78B21D9BB3031A59BEFF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value valuation assumptions: Expected term</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_7972B67091A78B21D9BB3031A59BEFF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_7972B67091A78B21D9BB3031A59BEFF3" xlink:to="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_7972B67091A78B21D9BB3031A59BEFF3" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_67DDF47604C821F131023031A59BAFBD_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_67DDF47604C821F131023031A59BAFBD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value valuation assumptions: volatility rate</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_67DDF47604C821F131023031A59BAFBD" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_B539203DE04CFCEF7C923031A59B4E99_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_B539203DE04CFCEF7C923031A59B4E99" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Period of recognition for unrecognized compensation costs</link:label>
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    <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_B539203DE04CFCEF7C923031A59B4E99" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsOutstandingWeightedAverageRemainingContractualTerms_AD6A24A136966FA5F8B030371D60681C_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsOutstandingWeightedAverageRemainingContractualTerms_AD6A24A136966FA5F8B030371D60681C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Remaining vesting period</link:label>
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    <link:label id="lab_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash dividends received</link:label>
    <link:label id="lab_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295_label_en-US" xlink:label="lab_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Share-based Compensation, Cash</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsShareBasedCompensationCash" xlink:label="loc_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295" xlink:to="lab_us-gaap_DividendsShareBasedCompensationCash_7BCFF925BDF6DF735F893031A59BD295" xlink:type="arc" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue_258F5009E9DB4F9A02273031A59B587B_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue_258F5009E9DB4F9A02273031A59B587B" 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, Fair Value</link:label>
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    <link:label id="lab_ladr_MaturingonDecember262019Member_F3A2BF178C7B4905AAD831AFD6A5FD9A_label_en-US" xlink:label="lab_ladr_MaturingonDecember262019Member_F3A2BF178C7B4905AAD831AFD6A5FD9A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing on December 26 2019 [Member]</link:label>
    <link:label id="lab_ladr_MaturingonDecember262019Member_F3A2BF178C7B4905AAD831AFD6A5FD9A_documentation_en-US" xlink:label="lab_ladr_MaturingonDecember262019Member_F3A2BF178C7B4905AAD831AFD6A5FD9A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing on December 26 2019 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MaturingonDecember262019Member" xlink:label="loc_ladr_MaturingonDecember262019Member_F3A2BF178C7B4905AAD831AFD6A5FD9A" xlink:type="locator" />
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturingon28June2019Member" xlink:label="loc_ladr_Maturingon28June2019Member_6367C97209CCA21664DB31AFD6A5E502" xlink:type="locator" />
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 [Member]</link:label>
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    <link:label id="lab_ladr_Maturing11February2019Member_8B86D881F5AD4B5DADE131AFD6A53409_documentation_en-US" xlink:label="lab_ladr_Maturing11February2019Member_8B86D881F5AD4B5DADE131AFD6A53409" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 11 February 2019 [Member]</link:label>
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    <link:label id="lab_ladr_Maturing11February2018Member_66B69A09B24EEF29A0FF31AFD6A6049C_documentation_en-US" xlink:label="lab_ladr_Maturing11February2018Member_66B69A09B24EEF29A0FF31AFD6A6049C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 11 February 2018</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturing11February2018Member" xlink:label="loc_ladr_Maturing11February2018Member_66B69A09B24EEF29A0FF31AFD6A6049C" xlink:type="locator" />
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    <link:label id="lab_ladr_Maturing6December2018Member_0BB618DC15EAE6CD85FA31AFD6A6584F_label_en-US" xlink:label="lab_ladr_Maturing6December2018Member_0BB618DC15EAE6CD85FA31AFD6A6584F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing 6 December 2018 [Member]</link:label>
    <link:label id="lab_ladr_Maturing6December2018Member_0BB618DC15EAE6CD85FA31AFD6A6584F_documentation_en-US" xlink:label="lab_ladr_Maturing6December2018Member_0BB618DC15EAE6CD85FA31AFD6A6584F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 6 December 2018 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturing6December2018Member" xlink:label="loc_ladr_Maturing6December2018Member_0BB618DC15EAE6CD85FA31AFD6A6584F" xlink:type="locator" />
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    <link:label id="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143_terseLabel_en-US" xlink:label="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">6/6/2018</link:label>
    <link:label id="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143_label_en-US" xlink:label="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturing 6 June 2018 [Member]</link:label>
    <link:label id="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143_documentation_en-US" xlink:label="lab_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maturing 6 June 2018 [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_Maturing6June2018Member" xlink:label="loc_ladr_Maturing6June2018Member_6D7EC661B7BC6E8DAE4E31AFD6A60143" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SeriesAMember_5BC0035F13C7F3C31B2C2E44777001C3_terseLabel_en-US" xlink:label="lab_us-gaap_SeriesAMember_5BC0035F13C7F3C31B2C2E44777001C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Series A</link:label>
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    <link:label id="lab_ladr_NonPerformingLoansHeldForInvestmentMember_8D4090914DF284AE0BF82E4477737407_terseLabel_en-US" xlink:label="lab_ladr_NonPerformingLoansHeldForInvestmentMember_8D4090914DF284AE0BF82E4477737407" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loan on non-accrual status</link:label>
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    <link:label id="lab_ladr_MortgageLoansonRealEstateGrossCommercialandConsumerNet_264C63D429DE01EBD3992E4477736C3B_verboseLabel_en-US" xlink:label="lab_ladr_MortgageLoansonRealEstateGrossCommercialandConsumerNet_264C63D429DE01EBD3992E4477736C3B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Carrying value</link:label>
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    <link:label id="lab_us-gaap_LoansReceivableWithFixedRatesOfInterest1_20F5BC60A853BECB59C72E44777340A0_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableWithFixedRatesOfInterest1_20F5BC60A853BECB59C72E44777340A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans receivable with fixed rates of interest</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableWithFixedRatesOfInterest1" xlink:label="loc_us-gaap_LoansReceivableWithFixedRatesOfInterest1_20F5BC60A853BECB59C72E44777340A0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LoansReceivableWithVariableRatesOfInterest1_E13E085B00755E41B6B42E44777412F1_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableWithVariableRatesOfInterest1_E13E085B00755E41B6B42E44777412F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans receivable with variable rates of interest</link:label>
    <link:label id="lab_us-gaap_LoansReceivableWithVariableRatesOfInterest1_E13E085B00755E41B6B42E44777412F1_label_en-US" xlink:label="lab_us-gaap_LoansReceivableWithVariableRatesOfInterest1_E13E085B00755E41B6B42E44777412F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans Receivable with Variable Rates of Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableWithVariableRatesOfInterest1" xlink:label="loc_us-gaap_LoansReceivableWithVariableRatesOfInterest1_E13E085B00755E41B6B42E44777412F1" xlink:type="locator" />
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    <link:label id="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB_terseLabel_en-US" xlink:label="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans receivable with variable rates of interest, percentage</link:label>
    <link:label id="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB_label_en-US" xlink:label="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans Receivable With Variable Rates Of Interest, Percentage</link:label>
    <link:label id="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB_documentation_en-US" xlink:label="lab_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Loans Receivable With Variable Rates Of Interest, Percentage</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_LoansReceivableWithVariableRatesOfInterestPercentage" xlink:label="loc_ladr_LoansReceivableWithVariableRatesOfInterestPercentage_09D0D4BE942F8AD0CD532E4477749FCB" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums_B5DCF57D352B88C581772E447774ABF7_terseLabel_en-US" xlink:label="lab_us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums_B5DCF57D352B88C581772E447774ABF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unamortized discounts included in mortgage loan receivables held for investment, at amortized cost</link:label>
    <link:label id="lab_us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums_B5DCF57D352B88C581772E447774ABF7_label_en-US" xlink:label="lab_us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums_B5DCF57D352B88C581772E447774ABF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unamortized Loan Commitment and Origination Fees and Unamortized Discounts or Premiums</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums" xlink:label="loc_us-gaap_UnamortizedLoanCommitmentAndOriginationFeesAndUnamortizedDiscountsOrPremiums_B5DCF57D352B88C581772E447774ABF7" xlink:type="locator" />
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    <link:label id="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542_terseLabel_en-US" xlink:label="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of mortgage loans impaired</link:label>
    <link:label id="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542_label_en-US" xlink:label="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Mortgage Loans Individually Impaired</link:label>
    <link:label id="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542_documentation_en-US" xlink:label="lab_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of mortgage loans individually impaired.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_NumberOfMortgageLoansIndividuallyImpaired" xlink:label="loc_ladr_NumberOfMortgageLoansIndividuallyImpaired_8718FAE62D66A317C41C2E447774D542" xlink:type="locator" />
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    <link:label id="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE_terseLabel_en-US" xlink:label="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reserve based on targeted percentage level in portfolio</link:label>
    <link:label id="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE_label_en-US" xlink:label="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mortgage Loans Receivable, Reserve Based on Targeted Percentage Level in Portfolio</link:label>
    <link:label id="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE_documentation_en-US" xlink:label="lab_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mortgage Loans Receivable, Reserve Based on Targeted Percentage Level in Portfolio</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio" xlink:label="loc_ladr_MortgageLoansReceivableReserveBasedonTargetedPercentageLevelinPortfolio_9C0C41C20E8D0B700EA12E44777498BE" xlink:type="locator" />
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    <link:label id="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766_terseLabel_en-US" xlink:label="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Allowance for Loan and Lease Losses, Provision For Loss Resulting From On-going Bankruptcy Proceedings</link:label>
    <link:label id="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766_label_en-US" xlink:label="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Allowance for Loan and Lease Losses, Provision For Loss Resulting From On-going Bankruptcy Proceedings</link:label>
    <link:label id="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766_documentation_en-US" xlink:label="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Allowance for Loan and Lease Losses, Provision For Loss Resulting From On-going Bankruptcy Proceedings</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings" xlink:label="loc_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:to="lab_ladr_AllowanceforLoanandLeaseLossesProvisionForLossResultingFromOngoingBankruptcyProceedings_B05A97B4F07DE6D6D1622E447776F766" xlink:type="arc" />
    <link:label id="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0_terseLabel_en-US" xlink:label="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number or loans in default</link:label>
    <link:label id="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0_label_en-US" xlink:label="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financing Receivable Recorded Investment 90 Days Past Due And Still Accruing Number of Contracts</link:label>
    <link:label id="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0_documentation_en-US" xlink:label="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Financing Receivable Recorded Investment 90 Days Past Due And Still Accruing Number of Contracts</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts" xlink:label="loc_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:to="lab_ladr_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruingNumberofContracts_9CEF8B5D3144ADCB08E22E44777645B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing_297AB13536E35B38166F2E4477762E05_terseLabel_en-US" xlink:label="lab_us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing_297AB13536E35B38166F2E4477762E05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans in default, carrying value</link:label>
    <link:label id="lab_us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing_297AB13536E35B38166F2E4477762E05_label_en-US" xlink:label="lab_us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing_297AB13536E35B38166F2E4477762E05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financing Receivable, Recorded Investment, 90 Days Past Due and Still Accruing</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing" xlink:label="loc_us-gaap_FinancingReceivableRecordedInvestment90DaysPastDueAndStillAccruing_297AB13536E35B38166F2E4477762E05" xlink:type="locator" />
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    <link:label id="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E_terseLabel_en-US" xlink:label="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Direct capitalization rate</link:label>
    <link:label id="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E_label_en-US" xlink:label="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Inputs, Direct Capitalization Rate</link:label>
    <link:label id="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E_documentation_en-US" xlink:label="lab_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fair Value Inputs, Direct Capitalization Rate</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FairValueInputsDirectCapitalizationRate" xlink:label="loc_ladr_FairValueInputsDirectCapitalizationRate_CFDA42D0152B3389B4682E447776BA0E" xlink:type="locator" />
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    <link:label id="lab_ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage_EB6C4F8B5FD21EF526712E447776CF3C_terseLabel_en-US" xlink:label="lab_ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage_EB6C4F8B5FD21EF526712E447776CF3C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of equity kicker not subject to investment</link:label>
    <link:label id="lab_ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage_EB6C4F8B5FD21EF526712E447776CF3C_label_en-US" xlink:label="lab_ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage_EB6C4F8B5FD21EF526712E447776CF3C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financing Receivable, Equity Interest Not Subject To Dilution, Percentage</link:label>
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage" xlink:label="loc_ladr_FinancingReceivableEquityInterestNotSubjectToDilutionPercentage_EB6C4F8B5FD21EF526712E447776CF3C" xlink:type="locator" />
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    <link:label id="lab_ladr_LoansInDefaultNoLossesExpected_0FF53EC599E12D6E229A2E44777630D0_terseLabel_en-US" xlink:label="lab_ladr_LoansInDefaultNoLossesExpected_0FF53EC599E12D6E229A2E44777630D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans in default, no losses expected</link:label>
    <link:label id="lab_ladr_LoansInDefaultNoLossesExpected_0FF53EC599E12D6E229A2E44777630D0_label_en-US" xlink:label="lab_ladr_LoansInDefaultNoLossesExpected_0FF53EC599E12D6E229A2E44777630D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans In Default, No Losses Expected</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_C15E7A5F593555134783834291C96D63" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_ED0811D9D91452AF82D12E3D7CF72DBF_terseLabel_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember_ED0811D9D91452AF82D12E3D7CF72DBF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional Paid- in-Capital</link:label>
    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_ED0811D9D91452AF82D12E3D7CF72DBF_label_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember_ED0811D9D91452AF82D12E3D7CF72DBF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Additional Paid-in Capital [Member]</link:label>
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    <link:label id="lab_us-gaap_TreasuryStockMember_842DF97FB72C463164E72E3D7CF819C3_terseLabel_en-US" xlink:label="lab_us-gaap_TreasuryStockMember_842DF97FB72C463164E72E3D7CF819C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Treasury Stock</link:label>
    <link:label id="lab_us-gaap_TreasuryStockMember_842DF97FB72C463164E72E3D7CF819C3_label_en-US" xlink:label="lab_us-gaap_TreasuryStockMember_842DF97FB72C463164E72E3D7CF819C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Treasury Stock [Member]</link:label>
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    <link:label id="lab_us-gaap_RetainedEarningsMember_C3617FFB5816AFFC04EB2E3D7CF89EC1_terseLabel_en-US" xlink:label="lab_us-gaap_RetainedEarningsMember_C3617FFB5816AFFC04EB2E3D7CF89EC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Retained Earnings (Dividends in Excess of Earnings)</link:label>
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    <link:label id="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_83825B96B8EA84AB06512E3D7CF81FED_verboseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedOtherComprehensiveIncomeMember_83825B96B8EA84AB06512E3D7CF81FED" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss)</link:label>
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    <link:label id="lab_ladr_NoncontrollingInterestInOperatingPartnershipMember_2B1CF8F370BF63F5FBB52E3D7CF8ABBE_terseLabel_en-US" xlink:label="lab_ladr_NoncontrollingInterestInOperatingPartnershipMember_2B1CF8F370BF63F5FBB52E3D7CF8ABBE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating Partnership</link:label>
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    <link:label id="lab_us-gaap_PartnersCapitalAccountContributions_B38D9B9C2CE06A0D05742E3D7CFF9005_terseLabel_en-US" xlink:label="lab_us-gaap_PartnersCapitalAccountContributions_B38D9B9C2CE06A0D05742E3D7CFF9005" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contributions</link:label>
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">1-5 years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, Rolling after One Through Five Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearTwoThroughFiveFairValue_EB8AF5D1E9CBD645A1058147987DE1B8" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue_AF313472AF53A46D69DB8147987D476E_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue_AF313472AF53A46D69DB8147987D476E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">5-10 years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue_AF313472AF53A46D69DB8147987D476E_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue_AF313472AF53A46D69DB8147987D476E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, Rolling after Five Through Ten Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingYearSixThroughTenFairValue_AF313472AF53A46D69DB8147987D476E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingAfterYearTenFairValue_C4C84109943CD889BC588147987DF959_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingAfterYearTenFairValue_C4C84109943CD889BC588147987DF959" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">After 10 years</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingAfterYearTenFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesRollingAfterYearTenFairValue_C4C84109943CD889BC588147987DF959" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtSecurities" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_D237F0B1041AD253B4898147987DB939" xlink:type="locator" />
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    <link:label id="lab_ladr_AssetSpecificReserveCompanyLoanMember_AE1DD77C8E1D5569D88E30DB7F7EA726_terseLabel_en-US" xlink:label="lab_ladr_AssetSpecificReserveCompanyLoanMember_AE1DD77C8E1D5569D88E30DB7F7EA726" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset Specific Reserve, Company Loan</link:label>
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    <link:label id="lab_ladr_AssetSpecificReserveCompanyLoanMember_AE1DD77C8E1D5569D88E30DB7F7EA726_documentation_en-US" xlink:label="lab_ladr_AssetSpecificReserveCompanyLoanMember_AE1DD77C8E1D5569D88E30DB7F7EA726" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Asset Specific Reserve, Company Loan [Member]</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_AssetSpecificReserveCompanyLoanMember" xlink:label="loc_ladr_AssetSpecificReserveCompanyLoanMember_AE1DD77C8E1D5569D88E30DB7F7EA726" xlink:type="locator" />
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    <link:label id="lab_srt_MortgageLoansOnRealEstateLineItems_48DDF2EE1E157ABB822630DB7F7E556F_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLineItems_48DDF2EE1E157ABB822630DB7F7E556F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateLineItems" xlink:label="loc_srt_MortgageLoansOnRealEstateLineItems_48DDF2EE1E157ABB822630DB7F7E556F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9_terseLabel_en-US" xlink:label="lab_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Activity in loan portfolio</link:label>
    <link:label id="lab_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9_label_en-US" xlink:label="lab_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MovementInMortgageLoansOnRealEstateRollForward" xlink:label="loc_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9" xlink:to="lab_us-gaap_MovementInMortgageLoansOnRealEstateRollForward_008A98D6C3E4191010BC30DB7F7E6AE9" xlink:type="arc" />
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_D8491571C52232053D3230DB7F7E1EFA_verboseLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_D8491571C52232053D3230DB7F7E1EFA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Origination of mortgage loan receivables</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstateNewMortgageLoans" xlink:label="loc_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_D8491571C52232053D3230DB7F7E1EFA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_D8491571C52232053D3230DB7F7E1EFA" xlink:to="lab_us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_D8491571C52232053D3230DB7F7E1EFA" xlink:type="arc" />
    <link:label id="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_52A083D84F891E7A5A8730DB7F7E01D1_negatedLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_52A083D84F891E7A5A8730DB7F7E01D1" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Repayment of mortgage loan receivables</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateCollectionsOfPrincipal" xlink:label="loc_srt_MortgageLoansOnRealEstateCollectionsOfPrincipal_52A083D84F891E7A5A8730DB7F7E01D1" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold_48A06CC1A2230981775E30DB7F7E0F7E_negatedLabel_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold_48A06CC1A2230981775E30DB7F7E0F7E" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sales of mortgage loan receivables</link:label>
    <link:label id="lab_us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold_48A06CC1A2230981775E30DB7F7E0F7E_label_en-US" xlink:label="lab_us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold_48A06CC1A2230981775E30DB7F7E0F7E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Cost of Mortgage Sold</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold" xlink:label="loc_us-gaap_MortgageLoansOnRealEstateCostOfMortgagesSold_48A06CC1A2230981775E30DB7F7E0F7E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_GainLossOnSalesOfLoansNet_97D00BA35F20A6E37C1A30DB7F7E0F2F_verboseLabel_en-US" xlink:label="lab_us-gaap_GainLossOnSalesOfLoansNet_97D00BA35F20A6E37C1A30DB7F7E0F2F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Realized gain on sale of mortgage loan receivables</link:label>
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    <link:label id="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_F58EEB94F82F6D96250430DB7F7E95DE_terseLabel_en-US" xlink:label="lab_ladr_MortgageLoansOnRealEstateAccretionAmortizationOfDiscountsPremiumsAndOtherFeesOnMortgageLoans_F58EEB94F82F6D96250430DB7F7E95DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accretion/amortization of discount, premium and other fees</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FutureMember_EA5B0FE3DD47100BE80E02DE5244EF6B" xlink:to="lab_us-gaap_FutureMember_EA5B0FE3DD47100BE80E02DE5244EF6B" xlink:type="arc" />
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    <link:label id="lab_ladr_InterestRateFutureFiveYearUSTreasuryNoteMember_DD948E622448EEA1034802DE5245C528_label_en-US" xlink:label="lab_ladr_InterestRateFutureFiveYearUSTreasuryNoteMember_DD948E622448EEA1034802DE5245C528" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Rate Future Five Year US Treasury Note [Member]</link:label>
    <link:label id="lab_ladr_InterestRateFutureFiveYearUSTreasuryNoteMember_DD948E622448EEA1034802DE5245C528_documentation_en-US" xlink:label="lab_ladr_InterestRateFutureFiveYearUSTreasuryNoteMember_DD948E622448EEA1034802DE5245C528" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to future based contracts for a five year US treasury note based on a market interest rate (index rate) over a specified period.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_InterestRateFutureFiveYearUSTreasuryNoteMember" xlink:label="loc_ladr_InterestRateFutureFiveYearUSTreasuryNoteMember_DD948E622448EEA1034802DE5245C528" xlink:type="locator" />
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    <link:label id="lab_ladr_InterestRateFutureTenYearUSTreasuryNoteMember_1FF742DFA2F573637BF202DE524508F3_terseLabel_en-US" xlink:label="lab_ladr_InterestRateFutureTenYearUSTreasuryNoteMember_1FF742DFA2F573637BF202DE524508F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">10-year Swap</link:label>
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    <link:label id="lab_ladr_InterestRateFutureTenYearUSTreasuryNoteMember_1FF742DFA2F573637BF202DE524508F3_documentation_en-US" xlink:label="lab_ladr_InterestRateFutureTenYearUSTreasuryNoteMember_1FF742DFA2F573637BF202DE524508F3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to future based contracts for a ten year US treasury note based on a market interest rate (index rate) over a specified period.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_InterestRateFutureTenYearUSTreasuryNoteMember" xlink:label="loc_ladr_InterestRateFutureTenYearUSTreasuryNoteMember_1FF742DFA2F573637BF202DE524508F3" xlink:type="locator" />
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    <link:loc xlink:href="ladr-20181114.xsd#ladr_A5yearU.S.TreasuryNoteMember" xlink:label="loc_ladr_A5yearU.S.TreasuryNoteMember_76655CA735362BFB3EA502DE5245220E" xlink:type="locator" />
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    <link:label id="lab_ladr_A10yearU.S.TreasuryNoteMember_366F925791323D9DAB0A02DE52452AEA_documentation_en-US" xlink:label="lab_ladr_A10yearU.S.TreasuryNoteMember_366F925791323D9DAB0A02DE52452AEA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">10-year U.S. Treasury Note</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_A10yearU.S.TreasuryNoteMember" xlink:label="loc_ladr_A10yearU.S.TreasuryNoteMember_366F925791323D9DAB0A02DE52452AEA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InterestRateCapMember_32C39586F65523F773B802DE52464800_terseLabel_en-US" xlink:label="lab_us-gaap_InterestRateCapMember_32C39586F65523F773B802DE52464800" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">1 Month LIBOR</link:label>
    <link:label id="lab_us-gaap_InterestRateCapMember_32C39586F65523F773B802DE52464800_label_en-US" xlink:label="lab_us-gaap_InterestRateCapMember_32C39586F65523F773B802DE52464800" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Rate Cap [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestRateCapMember" xlink:label="loc_us-gaap_InterestRateCapMember_32C39586F65523F773B802DE52464800" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InterestRateSwapMember_CBB5609521A587C767E202DE5246540A_label_en-US" xlink:label="lab_us-gaap_InterestRateSwapMember_CBB5609521A587C767E202DE5246540A" 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_CBB5609521A587C767E202DE5246540A" xlink:type="locator" />
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    <link:label id="lab_ladr_CreditRiskContractCDXMember_3C22B4EDD5EA7630535502DE5246B123_label_en-US" xlink:label="lab_ladr_CreditRiskContractCDXMember_3C22B4EDD5EA7630535502DE5246B123" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Risk Contract CDX [Member]</link:label>
    <link:label id="lab_ladr_CreditRiskContractCDXMember_3C22B4EDD5EA7630535502DE5246B123_documentation_en-US" xlink:label="lab_ladr_CreditRiskContractCDXMember_3C22B4EDD5EA7630535502DE5246B123" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to credit risk derivative instruments CDX which are credit default swap indices.</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_CreditRiskContractCDXMember" xlink:label="loc_ladr_CreditRiskContractCDXMember_3C22B4EDD5EA7630535502DE5246B123" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2_terseLabel_en-US" xlink:label="lab_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Derivatives</link:label>
    <link:label id="lab_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2_label_en-US" xlink:label="lab_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Risk Contract [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditRiskContractMember" xlink:label="loc_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2" xlink:to="lab_us-gaap_CreditRiskContractMember_738A85EDA3A414B9832A02DE5246DDB2" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeLineItems_254F2C4DD92B27F25E5002DE5247F7A3_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLineItems_254F2C4DD92B27F25E5002DE5247F7A3" 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_254F2C4DD92B27F25E5002DE5247F7A3_label_en-US" xlink:label="lab_us-gaap_DerivativeLineItems_254F2C4DD92B27F25E5002DE5247F7A3" 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_254F2C4DD92B27F25E5002DE5247F7A3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DerivativeLineItems_254F2C4DD92B27F25E5002DE5247F7A3" xlink:to="lab_us-gaap_DerivativeLineItems_254F2C4DD92B27F25E5002DE5247F7A3" xlink:type="arc" />
    <link:label id="lab_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F_terseLabel_en-US" xlink:label="lab_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Notional</link:label>
    <link:label id="lab_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F_label_en-US" xlink:label="lab_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Derivative, Notional Amount</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_DerivativeNotionalAmount" xlink:label="loc_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F" xlink:to="lab_invest_DerivativeNotionalAmount_517615792D048906A40802DE5247C39F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DerivativeAssets_6713C8F1E7E3C66BC3DF02DE524736B2_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeAssets_6713C8F1E7E3C66BC3DF02DE524736B2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair value, 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_6713C8F1E7E3C66BC3DF02DE524736B2" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DerivativeLiabilities_93A55E9DEC47A458672102DE52474A57_verboseLabel_en-US" xlink:label="lab_us-gaap_DerivativeLiabilities_93A55E9DEC47A458672102DE52474A57" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair value, 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_93A55E9DEC47A458672102DE52474A57" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeRemainingMaturity1" xlink:label="loc_us-gaap_DerivativeRemainingMaturity1_FB15BBCF8F6B190D2F3102DE52477CEF" xlink:type="locator" />
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    <link:label id="lab_srt_HotelMember_CE79F24EAA71D68D477B285578A495BB_terseLabel_en-US" xlink:label="lab_srt_HotelMember_CE79F24EAA71D68D477B285578A495BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hotel</link:label>
    <link:label id="lab_srt_HotelMember_CE79F24EAA71D68D477B285578A495BB_label_en-US" xlink:label="lab_srt_HotelMember_CE79F24EAA71D68D477B285578A495BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hotel [Member]</link:label>
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    <link:label id="lab_ladr_HotelIndustrialLandMobileHomeParkMixedUseMultifamilyOfficeOtherCommercialRetailMember_901D7164821D1C24E0D8285578A5892F_terseLabel_en-US" xlink:label="lab_ladr_HotelIndustrialLandMobileHomeParkMixedUseMultifamilyOfficeOtherCommercialRetailMember_901D7164821D1C24E0D8285578A5892F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hotel, Industrial, Land, Mobile Home Park, Mixed Use, Multi-family, Office, Other Commercial, Retail [Member]</link:label>
    <link:label id="lab_ladr_HotelIndustrialLandMobileHomeParkMixedUseMultifamilyOfficeOtherCommercialRetailMember_901D7164821D1C24E0D8285578A5892F_label_en-US" xlink:label="lab_ladr_HotelIndustrialLandMobileHomeParkMixedUseMultifamilyOfficeOtherCommercialRetailMember_901D7164821D1C24E0D8285578A5892F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hotel, Industrial, Land, Mobile Home Park, Mixed Use, Multi-family, Office, Other Commercial, Retail [Member]</link:label>
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    <link:label id="lab_srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_752B69F0A72783D03209285578A58873_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_752B69F0A72783D03209285578A58873" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category [Axis]</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_752B69F0A72783D03209285578A58873_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_752B69F0A72783D03209285578A58873" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis" xlink:label="loc_srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_752B69F0A72783D03209285578A58873" xlink:type="locator" />
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    <link:label id="lab_srt_MortgageLoansOnRealEstateLoanCategoryDomain_22128E26E3E2D982398E285578A5EBB6_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLoanCategoryDomain_22128E26E3E2D982398E285578A5EBB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category [Domain]</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateLoanCategoryDomain_22128E26E3E2D982398E285578A5EBB6_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateLoanCategoryDomain_22128E26E3E2D982398E285578A5EBB6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateLoanCategoryDomain" xlink:label="loc_srt_MortgageLoansOnRealEstateLoanCategoryDomain_22128E26E3E2D982398E285578A5EBB6" xlink:type="locator" />
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    <link:label id="lab_ladr_FirstMortgage5.15PercentMember_CBD526F788FE59821E9B285578A6D74C_terseLabel_en-US" xlink:label="lab_ladr_FirstMortgage5.15PercentMember_CBD526F788FE59821E9B285578A6D74C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">First Mortgage, 5.15 Percent</link:label>
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    <link:label id="lab_ladr_FirstMortgage5.15PercentMember_CBD526F788FE59821E9B285578A6D74C_documentation_en-US" xlink:label="lab_ladr_FirstMortgage5.15PercentMember_CBD526F788FE59821E9B285578A6D74C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">First Mortgage, 5.15 Percent</link:label>
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    <link:label id="lab_ladr_FirstMortgage5.75PercentMember_2071D56889E817A4332A285578A6B49F_documentation_en-US" xlink:label="lab_ladr_FirstMortgage5.75PercentMember_2071D56889E817A4332A285578A6B49F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">First Mortgage 5.75 Percent</link:label>
    <link:loc xlink:href="ladr-20181114.xsd#ladr_FirstMortgage5.75PercentMember" xlink:label="loc_ladr_FirstMortgage5.75PercentMember_2071D56889E817A4332A285578A6B49F" xlink:type="locator" />
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    <link:label id="lab_ladr_FirstMortgagesIndividuallyLessThanThreePercentMember_365805497E6E54090E1B285578A62EC8_documentation_en-US" xlink:label="lab_ladr_FirstMortgagesIndividuallyLessThanThreePercentMember_365805497E6E54090E1B285578A62EC8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to the first mortgages of individually less than three percent.</link:label>
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    <link:label id="lab_ladr_SubordinateMortgagesIndividuallyLessThanThreePercentMember_F0A74432DBC600F4C0F4285578A791D2_documentation_en-US" xlink:label="lab_ladr_SubordinateMortgagesIndividuallyLessThanThreePercentMember_F0A74432DBC600F4C0F4285578A791D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to the subordinate mortgages of individually less than three percent.</link:label>
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    <link:label id="lab_us-gaap_SecondMortgageMember_E0CCFA8302C16DED891C285578A76915_terseLabel_en-US" xlink:label="lab_us-gaap_SecondMortgageMember_E0CCFA8302C16DED891C285578A76915" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Second Mortgage</link:label>
    <link:label id="lab_us-gaap_SecondMortgageMember_E0CCFA8302C16DED891C285578A76915_label_en-US" xlink:label="lab_us-gaap_SecondMortgageMember_E0CCFA8302C16DED891C285578A76915" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Second Mortgage [Member]</link:label>
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    <link:label id="lab_srt_MortgageLoansOnRealEstatePriorLiens1_3947D0B020E5FD3CB982285578A97928_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstatePriorLiens1_3947D0B020E5FD3CB982285578A97928" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior Liens</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstatePriorLiens1_3947D0B020E5FD3CB982285578A97928_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstatePriorLiens1_3947D0B020E5FD3CB982285578A97928" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Prior Lien, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstatePriorLiens1" xlink:label="loc_srt_MortgageLoansOnRealEstatePriorLiens1_3947D0B020E5FD3CB982285578A97928" xlink:type="locator" />
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    <link:label id="lab_srt_MortgageLoansOnRealEstateFaceAmountOfMortgages_70C1EDF390478D004189285578E8C7C7_terseLabel_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateFaceAmountOfMortgages_70C1EDF390478D004189285578E8C7C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Face amount of Mortgages</link:label>
    <link:label id="lab_srt_MortgageLoansOnRealEstateFaceAmountOfMortgages_70C1EDF390478D004189285578E8C7C7_label_en-US" xlink:label="lab_srt_MortgageLoansOnRealEstateFaceAmountOfMortgages_70C1EDF390478D004189285578E8C7C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Face Amount of Mortgages</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateFaceAmountOfMortgages" xlink:label="loc_srt_MortgageLoansOnRealEstateFaceAmountOfMortgages_70C1EDF390478D004189285578E8C7C7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears_C3D540D189787332B9108B4D39637FB9_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears_C3D540D189787332B9108B4D39637FB9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
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    <link:label id="lab_us-gaap_InvestmentOwnedUnderlyingFaceAmountAtMarketValue_B78A5CDE3E4C6B4EBCD32F578ECA6000_label_en-US" xlink:label="lab_us-gaap_InvestmentOwnedUnderlyingFaceAmountAtMarketValue_B78A5CDE3E4C6B4EBCD32F578ECA6000" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Owned, Face Amount</link:label>
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    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_8C677E734A54D4DFE0A02F578ECADB6A_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_8C677E734A54D4DFE0A02F578ECADB6A" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Amortized Cost Basis/Purchase Price</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleDebtSecuritiesAccumulatedGrossUnrealizedLossBeforeTax" xlink:label="loc_us-gaap_AvailableForSaleDebtSecuritiesAccumulatedGrossUnrealizedLossBeforeTax_3FF78036620B2846DB052F578ECA314C" xlink:type="locator" />
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    <link:label id="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD_terseLabel_en-US" xlink:label="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of Securities</link:label>
    <link:label id="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD_label_en-US" xlink:label="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Available-for-sale Securities Number of Securities</link:label>
    <link:label id="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD_documentation_en-US" xlink:label="lab_ladr_AvailableForSaleSecuritiesNumberOfSecurities_7DDB19F7A8773213E1D22F578ECAC2CD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Indicates the number of real estate securities under each classification.</link:label>
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    <link:label id="lab_ladr_AvailableForSaleSecuritiesWeightedAverageYieldPercentage_E8EA5F3A2619EE2E832C2F578ECA2FC1_terseLabel_en-US" xlink:label="lab_ladr_AvailableForSaleSecuritiesWeightedAverageYieldPercentage_E8EA5F3A2619EE2E832C2F578ECA2FC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted Average Yield %</link:label>
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    <link:label id="lab_ladr_AvailableForSaleSecuritiesWeightedAverageYieldPercentage_E8EA5F3A2619EE2E832C2F578ECA2FC1_documentation_en-US" xlink:label="lab_ladr_AvailableForSaleSecuritiesWeightedAverageYieldPercentage_E8EA5F3A2619EE2E832C2F578ECA2FC1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the weighted average yield on available-for-sale securities under each classification.</link:label>
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    <link:label id="lab_us-gaap_OtherAssetsMember_23E41AB11F099005239315F359AC7CC9_label_en-US" xlink:label="lab_us-gaap_OtherAssetsMember_23E41AB11F099005239315F359AC7CC9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets [Member]</link:label>
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    <link:label id="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447_terseLabel_en-US" xlink:label="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of classes of common stock</link:label>
    <link:label id="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447_label_en-US" xlink:label="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Classes of Common Stock</link:label>
    <link:label id="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447_documentation_en-US" xlink:label="lab_ladr_NumberOfClassesOfCommonStock_5A8039EF187A341F7F0830F788D1B447" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of classes of common stock.</link:label>
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    <link:label id="lab_ladr_NumberOfVotesPerCommonStock_4B3EEF722163237CB22530F788D10410_terseLabel_en-US" xlink:label="lab_ladr_NumberOfVotesPerCommonStock_4B3EEF722163237CB22530F788D10410" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of votes per share</link:label>
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