{"finer139": {"description": "\nFiNER-139 is a named entity recognition dataset consisting of 10K annual \nand quarterly English reports (filings) of publicly traded companies \ndownloaded from the U.S. Securities and Exchange Commission (SEC) \nannotated with 139 XBRL tags in the IOB2 format.\n", "citation": "@inproceedings{loukas-etal-2022-finer,\n    title = \"{FiNER: Financial Numeric Entity Recognition for XBRL Tagging}\",\n    author = \"Loukas, Lefteris  and\n      Fergadiotis, Manos  and\n      Chalkidis, Ilias and\n      Spyropoulou, Eirini and\n      Malakasiotis, Prodromos  and\n      Androutsopoulos, Ion and\n      Paliouras George\",\n    booktitle = \"Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics\",\n    month = \"may\",\n    year = \"2022\",\n    publisher = \"Association for Computational Linguistics\",\n}", "homepage": "http://nlp.cs.aueb.gr/", "license": "", "features": {"id": {"dtype": "int32", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner_tags": {"feature": {"num_classes": 279, "names": ["O", "B-AccrualForEnvironmentalLossContingencies", "B-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife", "I-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife", "B-AllocatedShareBasedCompensationExpense", "B-AmortizationOfFinancingCosts", "B-AmortizationOfIntangibleAssets", "I-AmortizationOfIntangibleAssets", "B-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount", "I-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount", "B-AreaOfRealEstateProperty", "I-AreaOfRealEstateProperty", "B-AssetImpairmentCharges", "B-BusinessAcquisitionEquityInterestsIssuedOrIssuableNumberOfSharesIssued", "B-BusinessAcquisitionPercentageOfVotingInterestsAcquired", "I-BusinessAcquisitionPercentageOfVotingInterestsAcquired", "B-BusinessCombinationAcquisitionRelatedCosts", "B-BusinessCombinationConsiderationTransferred1", "B-BusinessCombinationContingentConsiderationLiability", "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill", "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibles", "B-CapitalizedContractCostAmortization", "B-CashAndCashEquivalentsFairValueDisclosure", "B-ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1", "B-CommonStockCapitalSharesReservedForFutureIssuance", "B-CommonStockDividendsPerShareDeclared", "B-CommonStockParOrStatedValuePerShare", "B-CommonStockSharesAuthorized", "I-CommonStockSharesAuthorized", "B-CommonStockSharesOutstanding", "B-ConcentrationRiskPercentage1", "B-ContractWithCustomerLiability", "B-ContractWithCustomerLiabilityRevenueRecognized", "B-CumulativeEffectOfNewAccountingPrincipleInPeriodOfAdoption", "B-DebtInstrumentBasisSpreadOnVariableRate1", "B-DebtInstrumentCarryingAmount", "B-DebtInstrumentConvertibleConversionPrice1", "B-DebtInstrumentFaceAmount", "I-DebtInstrumentFaceAmount", "B-DebtInstrumentFairValue", "B-DebtInstrumentInterestRateEffectivePercentage", "B-DebtInstrumentInterestRateStatedPercentage", "B-DebtInstrumentMaturityDate", "I-DebtInstrumentMaturityDate", "B-DebtInstrumentRedemptionPricePercentage", "B-DebtInstrumentTerm", "I-DebtInstrumentTerm", "B-DebtInstrumentUnamortizedDiscount", "B-DebtWeightedAverageInterestRate", "B-DeferredFinanceCostsGross", "B-DeferredFinanceCostsNet", "B-DefinedBenefitPlanContributionsByEmployer", "B-DefinedContributionPlanCostRecognized", "B-Depreciation", "B-DerivativeFixedInterestRate", "B-DerivativeNotionalAmount", "B-DisposalGroupIncludingDiscontinuedOperationConsideration", "B-EffectiveIncomeTaxRateContinuingOperations", "B-EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate", "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized", "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1", "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1", "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions", "B-EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense", "B-EquityMethodInvestmentOwnershipPercentage", "I-EquityMethodInvestmentOwnershipPercentage", "B-EquityMethodInvestments", "B-FiniteLivedIntangibleAssetUsefulLife", "I-FiniteLivedIntangibleAssetUsefulLife", "B-GainsLossesOnExtinguishmentOfDebt", "B-Goodwill", "B-GoodwillImpairmentLoss", "B-GuaranteeObligationsMaximumExposure", "B-IncomeLossFromEquityMethodInvestments", "B-IncomeTaxExpenseBenefit", "B-InterestExpense", "B-InterestExpenseDebt", "B-LeaseAndRentalExpense", "B-LesseeOperatingLeaseRenewalTerm", "I-LesseeOperatingLeaseRenewalTerm", "B-LesseeOperatingLeaseTermOfContract", "I-LesseeOperatingLeaseTermOfContract", "B-LettersOfCreditOutstandingAmount", "B-LineOfCredit", "B-LineOfCreditFacilityCommitmentFeePercentage", "B-LineOfCreditFacilityCurrentBorrowingCapacity", "B-LineOfCreditFacilityInterestRateAtPeriodEnd", "B-LineOfCreditFacilityMaximumBorrowingCapacity", "B-LineOfCreditFacilityRemainingBorrowingCapacity", "B-LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage", "B-LongTermDebt", "B-LongTermDebtFairValue", "B-LossContingencyAccrualAtCarryingValue", "B-LossContingencyDamagesSoughtValue", "B-LossContingencyEstimateOfPossibleLoss", "B-LossContingencyPendingClaimsNumber", "I-LossContingencyPendingClaimsNumber", "B-MinorityInterestOwnershipPercentageByNoncontrollingOwners", "B-MinorityInterestOwnershipPercentageByParent", "B-NumberOfOperatingSegments", "B-NumberOfRealEstateProperties", "I-NumberOfRealEstateProperties", "B-NumberOfReportableSegments", "B-OperatingLeaseCost", "B-OperatingLeaseExpense", "B-OperatingLeaseLiability", "B-OperatingLeasePayments", "B-OperatingLeaseRightOfUseAsset", "B-OperatingLeaseWeightedAverageDiscountRatePercent", "B-OperatingLeaseWeightedAverageRemainingLeaseTerm1", "I-OperatingLeaseWeightedAverageRemainingLeaseTerm1", "B-OperatingLeasesRentExpenseNet", "B-OperatingLossCarryforwards", "B-PaymentsToAcquireBusinessesGross", "B-PaymentsToAcquireBusinessesNetOfCashAcquired", "B-PreferredStockDividendRatePercentage", "B-PreferredStockSharesAuthorized", "I-PreferredStockSharesAuthorized", "B-ProceedsFromIssuanceOfCommonStock", "B-PropertyPlantAndEquipmentUsefulLife", "I-PropertyPlantAndEquipmentUsefulLife", "B-PublicUtilitiesRequestedRateIncreaseDecreaseAmount", "B-RelatedPartyTransactionAmountsOfTransaction", "I-RelatedPartyTransactionAmountsOfTransaction", "B-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty", "I-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty", "B-RepaymentsOfDebt", "B-RestructuringAndRelatedCostExpectedCost1", "B-RestructuringCharges", "B-RevenueFromContractWithCustomerExcludingAssessedTax", "B-RevenueFromContractWithCustomerIncludingAssessedTax", "B-RevenueFromRelatedParties", "B-RevenueRemainingPerformanceObligation", "B-Revenues", "B-SaleOfStockNumberOfSharesIssuedInTransaction", "I-SaleOfStockNumberOfSharesIssuedInTransaction", "B-SaleOfStockPricePerShare", "B-ShareBasedCompensation", "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1", "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1", "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod", "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod", "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue", 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"I-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage", "B-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod", "I-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod", "B-StockIssuedDuringPeriodSharesNewIssues", "I-StockIssuedDuringPeriodSharesNewIssues", "B-StockRepurchaseProgramAuthorizedAmount1", "B-StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1", "B-StockRepurchasedAndRetiredDuringPeriodShares", "B-StockRepurchasedDuringPeriodShares", "I-StockRepurchasedDuringPeriodShares", "B-SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense", "B-TreasuryStockAcquiredAverageCostPerShare", "B-TreasuryStockSharesAcquired", "I-TreasuryStockSharesAcquired", "B-TreasuryStockValueAcquiredCostMethod", "B-UnrecognizedTaxBenefits", "B-UnrecognizedTaxBenefitsThatWouldImpactEffectiveTaxRate", "I-DeferredFinanceCostsGross", "I-CommonStockParOrStatedValuePerShare", "I-LossContingencyEstimateOfPossibleLoss", "I-DefinedContributionPlanCostRecognized", "I-DebtInstrumentFairValue", "I-ContractWithCustomerLiabilityRevenueRecognized", "I-RevenueRemainingPerformanceObligation", "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized", "I-DebtInstrumentInterestRateStatedPercentage", "I-OperatingLossCarryforwards", "I-MinorityInterestOwnershipPercentageByNoncontrollingOwners", "I-InterestExpense", "I-LongTermDebt", "I-ShareBasedCompensation", "I-DebtWeightedAverageInterestRate", "I-DebtInstrumentCarryingAmount", "I-DebtInstrumentConvertibleConversionPrice1", "I-IncomeTaxExpenseBenefit", "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue", "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions", "I-EquityMethodInvestments", "I-DebtInstrumentUnamortizedDiscount", 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