自然语言处理顶会ACL2020接受论文列表，共有571篇长论文和208篇短论文被录用。
2kenize:TyingSubwordSequencesforChineseScriptConversionPranavAandIsabelleAugenstein
ABatchNormalizedInferenceNetworkKeepstheKLVanishingAwayQileZhu,WeiBi,XiaojiangLiu,XiyaoMa,XiaolinLiandDapengWu
ACallforMoreRigorinUnsupervisedCross-lingualLearningMikelArtetxe,SebastianRuder,DaniYogatama,GorkaLabakaandEnekoAgirre
AComprehensiveAnalysisofPreprocessingforWordRepresentationLearninginAffectiveTasksNastaranBabanejad,AmeetaAgrawal,AijunAnandManosPapagelis
AContextualHierarchicalAttentionNetworkwithAdaptiveObjectiveforDialogueStateTrackingYongShan,ZekangLi,JinchaoZhang,FandongMeng,YangFeng,ChengNiuandJieZhou
ACorpusforLarge-ScalePhoneticTypologyElizabethSalesky,EleanorChodroff,TiagoPimentel,MatthewWiesner,RyanCotterell,AlanWBlackandJasonEisner
AFormalHierarchyofRNNArchitecturesWilliamMerrill,GailWeiss,YoavGoldberg,RoySchwartz,NoahA.SmithandEranYahav
AGenerate-and-RankFrameworkwithSemanticTypeRegularizationforBiomedicalConceptNormalizationDongfangXu,ZeyuZhangandStevenBethard
AGenerativeModelforJointNaturalLanguageUnderstandingandGenerationBo-HsiangTseng,JianpengCheng,YimaiFangandDavidVandyke
AGirlHasAName:DetectingAuthorshipObfuscationAsadMahmood,ZubairShafiqandPadminiSrinivasan
AGraphAuto-encoderModelofDerivationalMorphologyValentinHofmann,HinrichSchützeandJanetPierrehumbert
AGraph-basedCoarse-to-fineMethodforUnsupervisedBilingualLexiconInductionShuoRen,ShujieLiu,MingZhouandShuaiMa
AJointModelforDocumentSegmentationandSegmentLabelingJoeBarrow,RajivJain,VladMorariu,VarunManjunatha,DouglasOardandPhilipResnik
AJointNeuralModelforInformationExtractionwithGlobalFeaturesYingLin,HengJi,FeiHuangandLingfeiWu
AMethodologyforCreatingQuestionAnsweringCorporaUsingInverseDataAnnotationJanDeriu,KatsiarynaMlynchyk,PhilippeSchlpfer,AlvaroRodrigo,DirkvonGrünigen,NicolasKaiser,KurtStockinger,EnekoAgirreandMarkCieliebak
AMixtureofh1HeadsisBetterthanhHeadsHaoPeng,RoySchwartz,DianqiLiandNoahA.Smith
AMonolingualApproachtoContextualizedWordEmbeddingsforMid-ResourceLanguagesPedroJavierOrtizSuárez,LaurentRomaryandBenotSagot
AMultitaskLearningApproachforDiacriticRestorationSawsanAlqahtani,AjayMishraandMonaDiab
ANovelCascadeBinaryTaggingFrameworkforRelationalTripleExtractionZhepeiWei,JianlinSu,YueWang,YuanTianandYiChang
ANovelGraph-basedMulti-modalFusionEncoderforNeuralMachineTranslationYongjingYin,FandongMeng,JinsongSu,ChulunZhou,ZhengyuanYang,JieZhouandJieboLuo
APrioritizationModelforSuicidalityRiskAssessmentHan-ChinShing,PhilipResnikandDouglasOard
ARecipeforCreatingMultimodalAlignedDatasetsforSequentialTasksAngelaLin,SudhaRao,AsliCelikyilmaz,ElnazNouri,ChrisBrockett,DebadeeptaDeyandBillDolan
AReinforcedGenerationofAdversarialExamplesforNeuralMachineTranslationWeiZou,ShujianHuang,JunXie,XinyuDaiandJiajunChen
ASelf-TrainingMethodforMachineReadingComprehensionwithSoftEvidenceExtractionYilinNiu,FangkaiJiao,MantongZhou,TingYao,JingfangXuandMinlieHuang
ASpan-basedLinearizationforConstituentTreesYangWei,YuanbinWuandManLan
AStudyofNon-autoregressiveModelforSequenceGenerationYiRen,JinglinLiu,XuTan,ZhouZhao,ShengZhaoandTie-YanLiu
ASystematicAssessmentofSyntacticGeneralizationinNeuralLanguageModelsJenniferHu,JonGauthier,PengQian,EthanWilcoxandRogerLevy
ATaleofTwoPerplexities:SensitivityofNeuralLanguageModelstoLexicalRetrievalDeficitsinDementiaoftheAlzheimer’sTypeTrevorCohenandSergueiPakhomov
ATop-downNeuralArchitecturetowardsText-levelParsingofDiscourseRhetoricalStructureLongyinZhang,YuqingXing,FangKong,PeifengLiandGuodongZhou
AUnifiedMRCFrameworkforNamedEntityRecognitionXiaoyaLi,JingrongFeng,YuxianMeng,QinghongHan,FeiWuandJiweiLi
AdaptiveCompressionofWordEmbeddingsYeachanKim,Kang-MinKimandSangKeunLee
AddressingPosteriorCollapsewithMutualInformationforImprovedVariationalNeuralMachineTranslationAryaD.McCarthy,XianLi,JiataoGuandNingDong
AdvAug:RobustAdversarialAugmentationforNeuralMachineTranslationYongCheng,LuJiang,WolfgangMachereyandJacobEisenstein
AdversarialandDomain-AwareBERTforCross-DomainSentimentAnalysisChunningDu,HaifengSun,JingyuWang,QiQiandJianxinLiao
AdversarialNLI:ANewBenchmarkforNaturalLanguageUnderstandingYixinNie,AdinaWilliams,EmilyDinan,MohitBansal,JasonWestonandDouweKiela
AgreementPredictionofArgumentsinCyberArgumentationforDetectingStancePolarityandIntensityJosephSirrianni,XiaoqingLiuandDouglasAdams
AlignedDualChannelGraphConvolutionalNetworkforVisualQuestionAnsweringQingbaoHuang,JielongWei,YiCai,ChangmengZheng,JunyingChen,Ho-fungLeungandQingLi
Amalgamationofproteinsequence,structureandtextualinformationforimprovingprotein-proteininteractionidentificationPratikDuttaandSriparnaSaha
AMRParsingviaGraph-SequenceIterativeInferenceDengCaiandWaiLam
AMRParsingwithLatentStructuralInformationQijiZhou,YueZhang,DonghongJiandHaoTang
AnanalysisoftheutilityofexplicitnegativeexamplestoimprovethesyntacticabilitiesofneurallanguagemodelsHiroshiNojiandHiroyaTakamura
AnEffectiveTransition-basedModelforDiscontinuousNERXiangDai,SarvnazKarimi,BenHacheyandCecileParis
AnEffectivenessMetricforOrdinalClassification:FormalPropertiesandExperimentalResultsEnriqueAmigo,JulioGonzalo,StefanoMizzaroandJorgeCarrillo-de-Albornoz
AnOnlineSemantic-enhancedDirichletModelforShortTextStreamClusteringJayKumar,JunmingShao,SalahUddinandWazirAli
AnalysingLexicalSemanticChangewithContextualisedWordRepresentationsMarioGiulianelli,MarcoDelTrediciandRaquelFernández
Analyzinganalyticalmethods:ThecaseofphonologyinneuralmodelsofspokenlanguageGrzegorzChrupaa,BertrandHigyandAfraAlishahi
AnalyzingPoliticalParodyinSocialMediaAntoniosMaronikolakis,DanaeSánchezVillegas,DanielPreotiuc-PietroandNikolaosAletras
AreNaturalLanguageInferenceModelsIMPPRESsiveLearningIMPlicatureandPRESuppositionPalomaJeretic,AlexWarstadt,SuvratBhooshanandAdinaWilliams
AskingandAnsweringQuestionstoEvaluatetheFactualConsistencyofSummariesAlexWang,KyunghyunChoandMikeLewis
AspectSentimentClassificationwithDocument-levelSentimentPreferenceModelingXiaoChen,ChanglongSun,JingjingWang,ShoushanLi,LuoSi,MinZhangandGuodongZhou
ASSET:ADatasetforTuningandEvaluationofSentenceSimplificationModelswithMultipleRewritingTransformationsFernandoAlva-Manchego,LouisMartin,AntoineBordes,CarolinaScarton,BenotSagotandLuciaSpecia
Attend,TranslateandSummarize:AnEfficientMethodforNeuralCross-LingualSummarizationJunnanZhu,YuZhou,JiajunZhangandChengqingZong
AttentivePoolingwithLearnableNormsforTextRepresentationChuhanWu,FangzhaoWu,TaoQi,XiaohuiCuiandYongfengHuang
AutoencodingPixies:AmortisedVariationalInferencewithGraphConvolutionsforFunctionalDistributionalSemanticsGuyEmerson
AutomatedEvaluationofWriting–50YearsandCountingBeataBeigmanKlebanovandNitinMadnani
AutomaticDetectionofGeneratedTextisEasiestwhenHumansareFooledDaphneIppolito,DanielDuckworth,ChrisCallison-BurchandDouglasEck
AutomaticGenerationofCitationTextsinScholarlyPapers:APilotStudyXinyuXing,XiaoshengFanandXiaojunWan
AutomaticPoetryGenerationfromProsaicTextTimVandeCruys
BabyWalk:GoingFartherinVision-and-LanguageNavigationbyTakingBabyStepsWangZhu,HexiangHu,JiachengChen,ZhiweiDeng,VihanJain,EugeneIeandFeiSha
BalancingObjectivesinCounselingConversations:AdvancingForwardsorLookingBackwardsJustineZhangandCristianDanescu-Niculescu-Mizil
BalancingTrainingforMultilingualNeuralMachineTranslationXinyiWang,YuliaTsvetkovandGrahamNeubig
BART:DenoisingSequence-to-SequencePre-trainingforNaturalLanguageGeneration,Translation,andComprehensionMikeLewis,YinhanLiu,NamanGoyal,MarjanGhazvininejad,AbdelrahmanMohamed,OmerLevy,VeselinStoyanovandLukeZettlemoyer
BenchmarkingMultimodalRegexSynthesiswithComplexStructuresXiYe,QiaochuChen,IsilDilligandGregDurrett
BERTRAM:ImprovedWordEmbeddingsHaveBigImpactonContextualizedModelPerformanceTimoSchickandHinrichSchütze
BeyondAccuracy:BehavioralTestingofNLPModelswithCheckListMarcoTulioRibeiro,TongshuangWu,CarlosGuestrinandSameerSingh
BeyondPossessionExistence:DurationandCo-PossessionDhivyaChinnappa,SrikalaMuruganandEduardoBlanco
BeyondUserSelf-ReportedLikertScaleRatings:AComparisonModelforAutomaticDialogEvaluationWeixinLiang,JamesZouandZhouYu
BilingualDictionaryBasedNeuralMachineTranslationwithoutUsingParallelSentencesXiangyuDuan,BaijunJi,HaoJia,MinTan,MinZhang,BoxingChen,WeihuaLuoandYueZhang
BiomedicalEntityRepresentationswithSynonymMarginalizationMujeenSung,HwisangJeon,JinhyukLeeandJaewooKang
BipartiteFlat-GraphNetworkforNestedNamedEntityRecognitionYingLuoandHaiZhao
BiRRE:LearningBidirectionalResidualRelationEmbeddingsforSupervisedHypernymyDetectionChengyuWangandXiaofengHe
BLEURT:LearningRobustMetricsforTextGenerationThibaultSellam,DipanjanDasandAnkurParikh
BoostingNeuralMachineTranslationwithSimilarTranslationsJitaoXU,JosepCregoandJeanSenellart
BootstrappingTechniquesforPolysyntheticMorphologicalAnalysisWilliamLaneandStevenBird
BPE-Dropout:SimpleandEffectiveSubwordRegularizationIvanProvilkov,DmitriiEmelianenkoandElenaVoita
BreakingThroughthe80\%GlassCeiling:RaisingtheStateoftheArtinWordSenseDisambiguationbyIncorporatingKnowledgeGraphInformationMicheleBevilacquaandRobertoNavigli
BridgingAnaphoraResolutionasQuestionAnsweringYufangHou
BridgingtheStructuralGapBetweenEncodingandDecodingforData-To-TextGenerationChaoZhao,MarilynWalkerandSnigdhaChaturvedi
BuildingaUser-GeneratedContentNorth-AfricanArabiziTreebank:TacklingHellDjaméSeddah,FarahEssaidi,AmalFethi,MatthieuFuteral,BenjaminMuller,PedroJavierOrtizSuárez,BenotSagotandAbhishekSrivastava
CalibratingStructuredOutputPredictorsforNaturalLanguageProcessingAbhyudayJagannathaandHongYu
CamemBERT:aTastyFrenchLanguageModelLouisMartin,BenjaminMuller,PedroJavierOrtizSuárez,YoannDupont,LaurentRomary,éricdelaClergerie,DjaméSeddahandBenotSagot
CanWePredictNewFactswithOpenKnowledgeGraphEmbeddingsABenchmarkforOpenLinkPredictionSamuelBroscheit,KirilGashteovski,YanjieWangandRainerGemulla
CanYouPutitAllTogether:EvaluatingConversationalAgents’AbilitytoBlendSkillsEricMichaelSmith,MaryWilliamson,KurtShuster,JasonWestonandY-LanBoureau
CDL:CurriculumDualLearningforEmotion-ControllableResponseGenerationLeiShenandYangFeng
ChartDialogs:PlottingfromNaturalLanguageInstructionsYutongShaoandNdapaNakashole
CH-SIMS:AChineseMultimodalSentimentAnalysisDatasetwithFine-grainedAnnotationofModalityWenmengYu,HuaXu,FanyangMeng,YilinZhu,YixiaoMa,JieleWu,JiyunZouandKaichengYang
ClimbingtowardsNLU:OnMeaning,Form,andUnderstandingintheAgeofDataEmilyM.BenderandAlexanderKoller
ClinicalReadingComprehension:AThoroughAnalysisoftheemrQADatasetXiangYue,BernalJimenezGutierrezandHuanSun
CluBERT:ACluster-BasedApproachforLearningSenseDistributionsinMultipleLanguagesTommasoPasini,FedericoScozzafavaandBiancaScarlini
CluHTM-SemanticHierarchicalTopicModelingbasedonCluWordsFelipeViegas,WashingtonCunha,ChristianGomes,AntnioPereira,LeonardoRochaandMarcosGoncalves
CodeandNamedEntityRecognitioninStackOverflowJeniyaTabassum,MounicaMaddela,WeiXuandAlanRitter
CompGuessWhat!:AMulti-taskEvaluationFrameworkforGroundedLanguageLearningAlessandroSuglia,IoannisKonstas,AndreaVanzo,EmanueleBastianelli,DesmondElliott,StellaFrankandOliverLemon
CompositionalityandGeneralizationInEmergentLanguagesRahmaChaabouni,EugeneKharitonov,DianeBouchacourt,EmmanuelDupouxandMarcoBaroni
ConditionalAugmentationforAspectTermExtractionviaMaskedSequence-to-SequenceGenerationKunLi,ChengboChen,XiaojunQuan,QingLingandYanSong
ConnectingEmbeddingsforKnowledgeGraphEntityTypingYuZhao,anxiangzhang,RuobingXie,KangLiuandXiaojieWANG
ContextualizedWeakSupervisionforTextClassificationDheerajMekalaandJingboShang
ContinualRelationLearningviaEpisodicMemoryActivationandReconsolidationXuHan,YiDai,TianyuGao,YankaiLin,ZhiyuanLiu,PengLi,MaosongSunandJieZhou
ConversationalGraphGroundedPolicyLearningforOpen-DomainConversationGenerationJunXu,HaifengWang,Zheng-YuNiu,HuaWu,WanxiangCheandTingLiu
CorefQA:CoreferenceResolutionasQuery-basedSpanPredictionWeiWu,FeiWang,AriannaYuan,FeiWuandJiweiLi
CouplingDistantAnnotationandAdversarialTrainingforCross-DomainChineseWordSegmentationNingDing,DingkunLong,GuangweiXu,MuhuaZhu,PengjunXie,XiaobinWangandHaitaoZheng
CraftAssistInstructionParsing:SemanticParsingforaVoxel-WorldAssistantKavyaSrinet,YacineJernite,JonathanGrayandArthurSzlam
Cross-LingualSemanticRoleLabelingwithHigh-QualityTranslatedTrainingCorpusHaoFei,MeishanZhangandDonghongJi
Cross-LingualUnsupervisedSentimentClassificationwithMulti-ViewTransferLearningHongliangFeiandPingLi
Cross-LinguisticSyntacticEvaluationofWordPredictionModelsAaronMueller,GarrettNicolai,PanayiotaPetrou-Zeniou,NataliaTalminaandTalLinzen
Cross-mediaStructuredCommonSpaceforMultimediaEventExtractionManlingLi,AlirezaZareian,QiZeng,SpencerWhitehead,DiLu,HengJiandShih-FuChang
Cross-modalCoherenceModelingforCaptionGenerationMaliheAlikhani,PiyushSharma,ShengjieLi,RaduSoricutandMatthewStone
Cross-modalLanguageGenerationusingPivotStabilizationforWeb-scaleLanguageCoverageAshishV.ThapliyalandRaduSoricut
Cross-ModalityRelevanceforReasoningonLanguageandVisionChenZheng,QuanGuoandParisaKordjamshidi
CurriculumLearningforNaturalLanguageUnderstandingBenfengXu,LichengZhang,ZhendongMao,QuanWang,HongtaoXieandYongdongZhang
CurriculumPre-trainingforEnd-to-EndSpeechTranslationChengyiWang,YuWu,ShujieLiu,MingZhouandZhengluYang
DataManipulation:TowardsEffectiveInstanceLearningforNeuralDialogueGenerationviaLearningtoAugmentandReweightHengyiCai,HongshenChen,YonghaoSong,ChengZhang,XiaofangZhaoandDaweiYin
DeFormer:DecomposingPre-trainedTransformersforFasterQuestionAnsweringQingqingCao,HarshTrivedi,ArunaBalasubramanianandNiranjanBalasubramanian
DemographicsShouldNotBetheReasonofToxicity:MitigatingDiscriminationinTextClassificationswithInstanceWeightingGuanhuaZhang,BingBai,JunqiZhang,KunBai,ConghuiZhuandTiejunZhao
Dense-CaptionMatchingandFrame-SelectionGatingforTemporalLocalizationinVideoQAHyounghunKim,ZinengTangandMohitBansal
DependencyGraphEnhancedDual-transformerStructureforAspect-basedSentimentClassificationHaoTang,DonghongJi,ChenliangLiandQijiZhou
DeSePtion:DualSequencePredictionandAdversarialExamplesforImprovedFact-CheckingChristopherHidey,TuhinChakrabarty,TariqAlhindi,SiddharthVaria,KristeKrstovski,MonaDiabandSmarandaMuresan
DetectingPerceivedEmotionsinHurricaneDisastersShreyDesai,CorneliaCarageaandJunyiJessyLi
DialogueCoherenceAssessmentWithoutExplicitDialogueActLabelsMohsenMesgar,SebastianBückerandIrynaGurevych
Dialogue-BasedRelationExtractionDianYu,KaiSun,ClaireCardieandDongYu
DiceLossforData-imbalancedNLPTasksXiaoyaLi,XiaofeiSun,YuxianMeng,JunjunLiang,FeiWuandJiweiLi
DifferentiableWindowforDynamicLocalAttentionThanh-TungNguyen,Xuan-PhiNguyen,ShafiqJotyandXiaoliLi
DiscourseasaFunctionofEvent:ProfilingDiscourseStructureinNewsArticlesaroundtheMainEventPrafullaKumarChoubey,AaronLee,RuihongHuangandLuWang
Discourse-AwareNeuralExtractiveTextSummarizationJiachengXu,ZheGan,YuChengandJingjingLiu
DiscreteLatentVariableRepresentationsforLow-ResourceTextClassificationShuningJin,SamWiseman,KarlStratosandKarenLivescu
DiscreteOptimizationforUnsupervisedSentenceSummarizationwithWord-LevelExtractionRaphaelSchumann,LiliMou,YaoLu,OlgaVechtomovaandKatjaMarkert
DistillingAnnotationsviaActiveImitationLearningKiantéBrantley,HalDauméIIIandAmrSharaf
DistillingKnowledgeLearnedinBERTforTextGenerationYen-ChunChen,ZheGan,YuCheng,JingzhouLiuandJingjingLiu
DistinguishConfusingLawArticlesforLegalJudgmentPredictionNuoXu,PinghuiWang,LongChen,LiPan,XiaoyanWangandJunzhouZhao
DiverseandInformativeDialogueGenerationwithContext-SpecificCommonsenseKnowledgeAwarenessSixingWu,YingLi,DaweiZhang,YangZhouandZhonghaiWu
DiversifyingDialogueGenerationwithNon-ConversationalTextHuiSu,XiaoyuShen,SanqiangZhao,ZhouXiao,PengweiHu,RandyZhong,ChengNiuandJieZhou
DoNeuralLanguageModelsShowPreferencesforSyntacticFormalismsArturKulmizev,VinitRavishankar,MostafaAbdouandJoakimNivre
DoNeuralModelsLearnSystematicityofMonotonicityInferenceinNaturalLanguageHitomiYanaka,KojiMineshima,DaisukeBekkiandKentaroInui
DocumentModelingwithGraphAttentionNetworksforMulti-grainedMachineReadingComprehensionBoZheng,HaoyangWen,YaoboLiang,NanDuan,WanxiangChe,DaxinJiang,MingZhouandTingLiu
DocumentTranslationvs.QueryTranslationforCross-LingualInformationRetrievalintheMedicalDomainShadiSalehandPavelPecina
Document-LevelEventRoleFillerExtractionusingMulti-GranularityContextualizedEncodingXinyaDuandClaireCardie
Don’tSayThat!MakingInconsistentDialogueUnlikelywithUnlikelihoodTrainingMargaretLi,StephenRoller,IliaKulikov,SeanWelleck,Y-LanBoureau,KyunghyunChoandJasonWeston
Don’tStopPretraining:AdaptLanguageModelstoDomainsandTasksSuchinGururangan,AnaMarasovi,SwabhaSwayamdipta,KyleLo,IzBeltagy,DougDowneyandNoahA.Smith
DoQA-AccessingDomain-SpecificFAQsviaConversationalQAJonAnderCampos,ArantxaOtegi,AitorSoroa,JanDeriu,MarkCieliebakandEnekoAgirre
Double-HardDebias:TailoringWordEmbeddingsforGenderBiasMitigationTianluWang,XiVictoriaLin,NazneenFatemaRajani,BryanMcCann,VicenteOrdonezandCaimingXiong
DRTSParsingwithStructure-AwareEncodingandDecodingQiankunFu,YueZhang,JiangmingLiuandMeishanZhang
DTCA:DecisionTree-basedCo-AttentionNetworksforExplainableClaimVerificationLianweiWu,YuanRao,YongqiangZhao,HaoLiangandAmbreenNazir
DynamicFusionNetworkforMulti-DomainEnd-to-endTask-OrientedDialogLiboQin,XiaoXu,WanxiangChe,YueZhangandTingLiu
DynamicOnlineConversationRecommendationXingshanZeng,JingLi,LuWang,ZhimingMaoandKam-FaiWong
DynamicProgrammingEncodingforSubwordSegmentationinNeuralMachineTranslationXuanliHe,GholamrezaHaffariandMohammadNorouzi
ECPE-2D:Emotion-CausePairExtractionbasedonJointTwo-DimensionalRepresentation,InteractionandPredictionZixiangDing,RuiXiaandJianfeiYu
EffectiveEstimationofDeepGenerativeLanguageModelsTomPelsmaekerandWilkerAziz
EffectiveInter-ClauseModelingforEnd-to-EndEmotion-CausePairExtractionPenghuiWei,JiahaoZhaoandWenjiMao
EfficientConstituencyParsingbyPointingThanh-TungNguyen,Xuan-PhiNguyen,ShafiqJotyandXiaoliLi
EfficientDialogueStateTrackingbySelectivelyOverwritingMemorySungdongKim,SoheeYang,GyuwanKimandSang-WooLee
EfficientPairwiseAnnotationofArgumentQualityLukasGienapp,BennoStein,MatthiasHagenandMartinPotthast
EfficientSecond-OrderTreeCRFforNeuralDependencyParsingYuZhang,ZhenghuaLiandMinZhang
EmergenceofSyntaxNeedsMinimalSupervisionRaphalBaillyandKataGábor
EmergingCross-lingualStructureinPretrainedLanguageModelsAlexisConneau,ShijieWu,HaoranLi,LukeZettlemoyerandVeselinStoyanov
EmpowerEntitySetExpansionviaLanguageModelProbingYunyiZhang,JiamingShen,JingboShangandJiaweiHan
EmpoweringActiveLearningtoJointlyOptimizeSystemandUserDemandsJi-UngLee,ChristianM.MeyerandIrynaGurevych
End-to-EndBiasMitigationbyModellingBiasesinCorporaRabeehKarimiMahabadi,YonatanBelinkovandJamesHenderson
End-to-EndNeuralPipelineforGoal-OrientedDialogueSystemsusingGPT-2DonghoonHam,Jeong-GwanLee,YoungsooJangandKee-EungKim
End-to-EndNeuralWordAlignmentOutperformsGIZA++ThomasZenkel,JoernWuebkerandJohnDeNero
EnhancingAnswerBoundaryDetectionforMultilingualMachineReadingComprehensionFeiYuan,LinjunShou,XuanyuBai,MingGong,YaoboLiang,NanDuan,YanFuandDaxinJiang
EnhancingCross-targetStanceDetectionwithTransferableSemantic-EmotionKnowledgeBowenZhang,MinYang,XutaoLi,YunmingYe,XiaofeiXuandKuaiDai
ERASER:ABenchmarktoEvaluateRationalizedNLPModelsJayDeYoung,SarthakJain,NazneenFatemaRajani,EricLehman,CaimingXiong,RichardSocherandByronC.Wallace
ESPRIT:ExplainingSolutionstoPhysicalReasoningTasksNazneenFatemaRajani,RuiZhang,YiChernTan,StephanZheng,JeremyWeiss,AaditVyas,AbhijitGupta,CaimingXiong,RichardSocherandDragomirRadev
EstimatingpredictiveuncertaintyforrumourverificationmodelsElenaKochkinaandMariaLiakata
Estimatingtheinfluenceofauxiliarytasksformulti-tasklearningofsequencetaggingtasksFynnSchrderandChrisBiemann
EvaluatingandEnhancingtheRobustnessofNeuralNetwork-basedDependencyParsingModelswithAdversarialExamplesXiaoqingZheng,JiehangZeng,YiZhou,Cho-JuiHsieh,MinhaoChengandXuanjingHuang
EvaluatingExplainableAI:WhichAlgorithmicExplanationsHelpUsersPredictModelBehaviorPeterHaseandMohitBansal
EvaluatingExplanationMethodsforNeuralMachineTranslationJieruiLi,LemaoLiu,HuayangLi,GuanlinLi,GuopingHuangandShumingShi
Evidence-AwareInferentialTextGenerationwithVectorQuantisedVariationalAutoEncoderDayaGuo,DuyuTang,NanDuan,JianYin,DaxinJiangandMingZhou
ExactyetEfficientGraphParsing,Bi-directionalLocalityandtheConstructivistHypothesisYajieYeandWeiweiSun
ExaminingCitationsofNaturalLanguageProcessingLiteratureSaifM.Mohammad
ExaminingtheState-of-the-ArtinNewsTimelineSummarizationDemianGholipourGhalandariandGeorgianaIfrim
ExclusiveHierarchicalDecodingforDeepKeyphraseGenerationWangChen,HouPongChan,PijiLiandIrwinKing
ExpertiseStyleTransfer:ANewTaskTowardsBetterCommunicationbetweenExpertsandLaymenYixinCao,RuihaoShui,LiangmingPan,Min-YenKan,ZhiyuanLiuandTat-SengChua
ExplainingBlackBoxPredictionsandUnveilingDataArtifactsthroughInfluenceFunctionsXiaochuangHan,ByronC.WallaceandYuliaTsvetkov
ExplicitMemoryTrackerwithCoarse-to-FineReasoningforConversationalMachineReadingYifanGao,Chien-ShengWu,ShafiqJoty,CaimingXiong,RichardSocher,IrwinKing,MichaelLyuandStevenC.H.Hoi
ExplicitSemanticDecompositionforDefinitionGenerationJiahuanLi,YuBao,ShujianHuang,XinyuDaiandJiajunChen
ExploitingSyntacticStructureforBetterLanguageModeling:ASyntacticDistanceApproachWenyuDU,ZhouhanLin,YikangShen,TimothyJ.O’Donnell,YoshuaBengioandYueZhang
ExploitingtheSyntax-ModelConsistencyforNeuralRelationExtractionAmirPouranBenVeyseh,FranckDernoncourt,DejingDouandThienHuuNguyen
ExploringContextualWord-levelStyleRelevanceforUnsupervisedStyleTransferChulunZhou,LiangyuChen,JiachenLiu,XinyanXiao,JinsongSu,ShengGuoandHuaWu
ExploringUnexploredGeneralizationChallengesforCross-DatabaseSemanticParsingAlaneSuhr,Ming-WeiChang,PeterShawandKentonLee
ExtractingHeadlessMWEsfromDependencyParseTrees:Parsing,Tagging,andJointModelingApproachesTianzeShiandLillianLee
ExtractiveSummarizationasTextMatchingMingZhong,PengfeiLiu,YiranChen,DanqingWang,XipengQiuandXuanjingHuang
Facet-AwareEvaluationforExtractiveSummarizationYuningMao,LiyuanLiu,QiZhu,XiangRenandJiaweiHan
Fact-basedTextEditingHayateIso,ChaoQiaoandHangLi
FastandAccurateDeepBidirectionalLanguageRepresentationsforUnsupervisedLearningJoongboShin,YoonhyungLee,SeunghyunYoonandKyominJung
FastandAccurateNon-ProjectiveDependencyTreeLinearizationXiangYu,SimonTannert,NgocThangVuandJonasKuhn
FastBERT:aSelf-distillingBERTwithAdaptiveInferenceTimeWeijieLiu,PengZhou,ZhiruoWang,ZheZhao,HaotangDengandQIJU
FeatureProjectionforImprovedTextClassificationQiQin,WenpengHuandBingLiu
FEQA:AQuestionAnsweringEvaluationFrameworkforFaithfulnessAssessmentinAbstractiveSummarizationEsinDurmus,HeHeandMonaDiab
Few-shotSlotTaggingwithCollapsedDependencyTransferandLabel-enhancedTask-adaptiveProjectionNetworkYutaiHou,WanxiangChe,YongkuiLai,ZhihanZhou,YijiaLiu,HanLiuandTingLiu
FindingUniversalGrammaticalRelationsinMultilingualBERTEthanA.Chi,JohnHewittandChristopherD.Manning
Fine-GrainedAnalysisofCross-LinguisticSyntacticDivergencesDmitryNikolaev,OfirArviv,TaelinKaridi,NetaKenneth,VeronikaMitnik,LiljaMariaSaeboeandOmriAbend
Fine-grainedFactVerificationwithKernelGraphAttentionNetworkZhenghaoLiu,ChenyanXiong,MaosongSunandZhiyuanLiu
Fine-grainedInterestMatchingforNeuralNewsRecommendationHeyuanWang,FangzhaoWu,ZhengLiuandXingXie
FluentResponseGenerationforConversationalQuestionAnsweringAshutoshBaheti,AlanRitterandKevinSmall
FromArgumentstoKeyPoints:TowardsAutomaticArgumentSummarizationRoyBar-Haim,LilachEden,RoniFriedman,YoavKantor,DanLahavandNoamSlonim
FromEnglishtoCode-Switching:TransferLearningwithStrongMorphologicalCluesGustavoAguilarandThamarSolorio
FromSPMRLtoNMRL:WhatDidWeLearn(andUnlearn)inaDecadeofParsingMorphologically-RichLanguages(MRLs)ReutTsarfaty,DanBareket,StavKleinandAmitSeker
FromZerotoHero:Human-In-The-LoopEntityLinkinginLowResourceDomainsJan-ChristophKlie,RichardEckartdeCastilhoandIrynaGurevych
FrugalParadigmCompletionAlexanderErdmann,TomKenter,MarkusBeckerandChristianSchallhart
GatedConvolutionalBidirectionalAttention-basedModelforOff-topicSpokenResponseDetectionYefeiZha,RuobingLiandHuiLin
GCAN:Graph-awareCo-AttentionNetworksforExplainableFakeNewsDetectiononSocialMediaYi-JuLuandCheng-TeLi
GenderBiasinMultilingualEmbeddingsandCross-LingualTransferJieyuZhao,SubhabrataMukherjee,SagharHosseini,Kai-WeiChangandAhmedHassanAwadallah
GenderGapinNaturalLanguageProcessingResearch:DisparitiesinAuthorshipandCitationsSaifM.Mohammad
GenderinDangerEvaluatingSpeechTranslationTechnologyontheMuST-SHECorpusLuisaBentivogli,BeatriceSavoldi,MatteoNegri,MattiaA.DiGangi,RoldanoCattoniandMarcoTurchi
GeneralizedEntropyRegularizationor:There’sNothingSpecialaboutLabelSmoothingClaraMeister,ElizabethSaleskyandRyanCotterell
GeneralizingNaturalLanguageAnalysisthroughSpan-relationRepresentationsZhengbaoJiang,WeiXu,JunArakiandGrahamNeubig
Generate,DeleteandRewrite:AThree-StageFrameworkforImprovingPersonaConsistencyofDialogueGenerationHaoyuSong,YanWang,Wei-NanZhang,XiaojiangLiuandTingLiu
GeneratingCounterNarrativesagainstOnlineHateSpeech:DataandStrategiesSerraSinemTekirolu,Yi-LingChungandMarcoGuerini
GeneratingDiverseandConsistentQApairsfromContextswithInformation-MaximizingHierarchicalConditionalVAEsDongBokLee,SeanieLee,WooTaeJeong,DonghwanKimandSungJuHwang
GeneratingFactCheckingExplanationsPepaAtanasova,JakobGrueSimonsen,ChristinaLiomaandIsabelleAugenstein
GeneratingHierarchicalExplanationsonTextClassificationviaFeatureInteractionDetectionHanjieChen,GuangtaoZhengandYangfengJi
GeneratingInformativeConversationalResponseusingRecurrentKnowledge-InteractionandKnowledge-CopyXiexiongLin,WeiyuJian,JianshanHe,TaifengWangandWeiChu
GenerativeSemanticHashingEnhancedviaBoltzmannMachinesLinZheng,QinliangSu,DinghanShenandChangyouChen
GLUECoS:AnEvaluationBenchmarkforCode-SwitchedNLPSimranKhanuja,SandipanDandapat,AnirudhSrinivasan,SunayanaSitaramandMonojitChoudhury
GoEmotions:ADatasetofFine-GrainedEmotionsDorottyaDemszky,DanaMovshovitz-Attias,JeongwooKo,AlanCowen,GauravNemadeandSujithRavi
Good-EnoughCompositionalDataAugmentationJacobAndreas
GraphNeuralNewsRecommendationwithUnsupervisedPreferenceDisentanglementLinmeiHu,SiyongXu,ChenLi,ChengYang,ChuanShi,NanDuan,XingXieandMingZhou
Graph-to-TreeLearningforSolvingMathWordProblemsJipengZhang,LeiWang,RoyKa-WeiLee,YiBin,YanWang,JieShaoandEe-PengLim
GroundedConversationGenerationasGuidedTraversesinCommonsenseKnowledgeGraphsHouyuZhang,ZhenghaoLiu,ChenyanXiongandZhiyuanLiu
GroundingConversationswithImprovisedDialoguesHyundongChoandJonathanMay
GuidingVariationalResponseGeneratortoExploitPersonaBowenWu,MengyuanLi,ZongshengWang,YifuChen,DerekF.Wong,QihangFeng,JunhongHuangandBaoxunWang
HandlingRareEntitiesforNeuralSequenceLabelingYangmingLi,HanLi,KaishengYaoandXiaolongLi
Hard-CodedGaussianAttentionforNeuralMachineTranslationWeiqiuYou,SimengSunandMohitIyyer
HarnessingthelinguisticsignaltopredictscalarinferencesSebastianSchuster,YuxingChenandJudithDegen
HarvestingandRefiningQuestion-AnswerPairsforUnsupervisedQAZhongliLi,WenhuiWang,LiDong,FuruWeiandKeXu
HAT:Hardware-AwareTransformersforEfficientNaturalLanguageProcessingHanruiWang,ZhanghaoWu,ZhijianLiu,HanCai,LigengZhu,ChuangGanandSongHan
Hesaid“who’sgonnatakecareofyourchildrenwhenyouareatACL”:ReportedSexistActsareNotSexistPatriciaChiril,VéroniqueMoriceau,FarahBenamara,AldaMari,GloriaOriggiandMarlèneCoulomb-Gully
HeterogeneousGraphNeuralNetworksforExtractiveDocumentSummarizationDanqingWang,PengfeiLiu,YiningZheng,XipengQiuandXuanjingHuang
HeterogeneousGraphTransformerforGraph-to-SequenceLearningShaoweiYao,TianmingWangandXiaojunWan
HierarchicalEntityTypingviaMulti-levelLearningtoRankTongfeiChen,YunmoChenandBenjaminVanDurme
HierarchicalModelingforUserPersonalityPrediction:TheRoleofMessage-LevelAttentionVeronicaLynn,NiranjanBalasubramanianandH.AndrewSchwartz
Hierarchy-AwareGlobalModelforHierarchicalTextClassificationJieZhou,ChunpingMa,DingkunLong,GuangweiXu,NingDing,HaoyuZhang,PengjunXieandGongshenLiu
HighwayTransformer:Self-GatingEnhancedSelf-AttentiveNetworksYekunChai,ShuoJinandXinwenHou
HiringNow:ASkill-AwareMulti-AttentionModelforJobPostingGenerationLitingLiu,JieLiu,WenzhengZhang,ZimingChi,WenxuanShiandYalouHuang
HistoryforVisualDialog:DowereallyneeditShubhamAgarwal,TrungBui,Joon-YoungLee,IoannisKonstasandVerenaRieser
HooksintheHeadline:LearningtoGenerateHeadlineswithControlledStylesDiJin,ZhijingJin,JoeyTianyiZhou,LisaOriiandPeterSzolovits
HowAccentsConfound:ProbingforAccentInformationinEnd-to-EndSpeechRecognitionSystemsArchikiPrasadandPreethiJyothi
HowdoesBERT’sattentionchangewhenyoufine-tuneAnanalysismethodologyandacasestudyinnegationscopeYiyunZhaoandStevenBethard
HowDoesNLPBenefitLegalSystem:ASummaryofLegalArtificialIntelligenceHaoxiZhong,ChaojunXiao,CunchaoTu,TianyangZhang,ZhiyuanLiuandMaosongSun
HowDoesSelectiveMechanismImproveSelf-AttentionNetworksXinweiGeng,LongyueWang,XingWang,BingQin,TingLiuandZhaopengTu
HowtoAskGoodQuestionsTrytoLeverageParaphrasesXinJia,WenjieZhou,XuSunandYunfangWu
HumanAttentionMapsforTextClassification:DoHumansandNeuralNetworksFocusontheSameWordsCansuSen,ThomasHartvigsen,BiaoYin,XiangnanKongandElkeRundensteiner
HyperbolicCapsuleNetworksforMulti-LabelClassificationBoliChen,XinHuang,LinXiaoandLipingJing
HyperCore:HyperbolicandCo-graphRepresentationforAutomaticICDCodingPengfeiCao,YuboChen,KangLiu,JunZhao,ShengpingLiuandWeifengChong
Image-Chat:EngagingGroundedConversationsKurtShuster,SamuelHumeau,AntoineBordesandJasonWeston
IMoJIE:IterativeMemory-BasedJointOpenInformationExtractionKeshavKolluru,SamarthAggarwal,VipulRathore,Mausam-andSoumenChakrabarti
ImprovedNaturalLanguageGenerationviaLossTruncationDanielKangandTatsunoriHashimoto
ImprovingAdversarialTextGenerationbyModelingtheDistantFutureRuiyiZhang,ChangyouChen,ZheGan,WenlinWang,DinghanShen,GuoyinWang,ZhengWenandLawrenceCarin
ImprovingChineseWordSegmentationwithWordhoodMemoryNetworksYuanheTian,YanSong,FeiXia,TongZhangandYonggangWang
ImprovingDisentangledTextRepresentationLearningwithInformation-TheoreticGuidancePengyuCheng,MartinRenqiangMin,DinghanShen,ChristopherMalon,YizheZhang,YitongLiandLawrenceCarin
ImprovingDisfluencyDetectionbySelf-TrainingaSelf-AttentiveModelPariaJamshidLouandMarkJohnson
ImprovingEventDetectionviaOpen-domainTriggerKnowledgeMeihanTong,BinXu,ShuaiWang,YixinCao,LeiHou,JuanziLiandJunXie
ImprovingImageCaptioningEvaluationbyConsideringInterReferencesVarianceYanzhiYi,HangyuDengandJingluHu
ImprovingImageCaptioningwithBetterUseofCaptionZhanShi,XuZhou,XipengQiuandXiaodanZhu
ImprovingMassivelyMultilingualNeuralMachineTranslationandZero-ShotTranslationBiaoZhang,PhilipWilliams,IvanTitovandRicoSennrich
ImprovingMulti-hopQuestionAnsweringoverKnowledgeGraphsusingKnowledgeBaseEmbeddingsApoorvSaxena,AditayTripathiandParthaTalukdar
ImprovingMultimodalNamedEntityRecognitionviaEntitySpanDetectionwithUnifiedMultimodalTransformerJianfeiYu,JingJiang,LiYangandRuiXia
ImprovingNeuralMachineTranslationwithSoftTemplatePredictionJianYang,ShumingMa,DongdongZhang,ZhoujunLiandMingZhou
ImprovingSegmentationforTechnicalSupportProblemsKushalChauhanandAbhirutGupta
ImprovingTransformerModelsbyReorderingtheirSublayersOfirPress,NoahA.SmithandOmerLevy
ImprovingTruthfulnessofHeadlineGenerationKazukiMatsumaru,ShoTakaseandNaoakiOkazaki
InLayman’sTerms:Semi-OpenRelationExtractionfromScientificTextsRubenKruiper,JulianVincent,JessicaChen-Burger,MarcDesmulliezandIoannisKonstas
InNeuralMachineTranslation,WhatDoesTransferLearningTransferAlhamFikriAji,NikolayBogoychev,KennethHeafieldandRicoSennrich
Inflectingwhenthere’snomajority:Limitationsofencoder-decoderneuralnetworksascognitivemodelsforGermanpluralsKateMcCurdy,SharonGoldwaterandAdamLopez
InfluencePathsforCharacterizingSubject-VerbNumberAgreementinLSTMLanguageModelsKaijiLu,PiotrMardziel,KlasLeino,MattFredriksonandAnupamDatta
Information-TheoreticProbingforLinguisticStructureTiagoPimentel,JosefValvoda,RowanHallMaudslay,RanZmigrod,AdinaWilliamsandRyanCotterell
INFOTABS:InferenceonTablesasSemi-structuredDataVivekGupta,MaitreyMehta,PegahNokhizandVivekSrikumar
InjectingNumericalReasoningSkillsintoLanguageModelsMorGeva,AnkitGuptaandJonathanBerant
INSET:SentenceInfillingwithINter-SEntentialTransformerYichenHuang,YizheZhang,OussamaElachqarandYuCheng
IntegratingMultimodalInformationinLargePretrainedTransformersWasifurRahman,MdKamrulHasan,SangwuLee,AmirAliBagherZadeh,ChengfengMao,Louis-PhilippeMorencyandEhsanHoque
IntegratingSemanticandStructuralInformationwithGraphConvolutionalNetworkforControversyDetectionLeiZhong,JuanCao,QiangSheng,JunboGuoandZiangWang
InteractiveClassificationbyAskingInformativeQuestionsLiliYu,HowardChen,SidaI.Wang,TaoLeiandYoavArtzi
InteractiveConstructionofUser-CentricDictionaryforTextAnalyticsRyosukeKohita,IsseiYoshida,HiroshiKanayamaandTetsuyaNasukawa
InteractiveMachineComprehensionwithInformationSeekingAgentsXingdiYuan,JieFu,Marc-AlexandreCté,YiTay,ChrisPalandAdamTrischler
Intermediate-TaskTransferLearningwithPretrainedLanguageModels:WhenandWhyDoesItWorkYadaPruksachatkun,JasonPhang,HaokunLiu,PhuMonHtut,XiaoyiZhang,RichardYuanzhePang,ClaraVania,KatharinaKannandSamuelR.Bowman
InterpretingPretrainedContextualizedRepresentationsviaReductionstoStaticEmbeddingsRishiBommasani,KellyDavisandClaireCardie
InvestigatingtheeffectofauxiliaryobjectivesfortheautomatedgradingoflearnerEnglishspeechtranscriptionsHannahCraighead,AndrewCaines,PaulaButteryandHelenYannakoudakis
InvestigatingWord-ClassDistributionsinWordVectorSpacesRyoheiSasanoandAnnaKorhonen
iSarcasm:ADatasetofIntendedSarcasmSilviuOpreaandWalidMagdy
ItTakesTwotoLie:OnetoLie,andOnetoListenDenisPeskov,BennyCheng,AhmedElgohary,JoeBarrow,CristianDanescu-Niculescu-MizilandJordanBoyd-Graber
It’sMorphin’Time!CombatingLinguisticDiscriminationwithInflectionalPerturbationsSamsonTan,ShafiqJoty,Min-YenKanandRichardSocher
IterativeEdit-BasedUnsupervisedSentenceSimplificationDhruvKumar,LiliMou,LukaszGolabandOlgaVechtomova
JointChineseWordSegmentationandPart-of-speechTaggingviaTwo-wayAttentionsofAuto-analyzedKnowledgeYuanheTian,YanSong,XiangAo,FeiXia,XiaojunQuan,TongZhangandYonggangWang
JointDiacritization,Lemmatization,Normalization,andFine-GrainedMorphologicalTaggingNasserZalmoutandNizarHabash
JointModellingofEmotionandAbusiveLanguageDetectionSanthoshRajamanickam,PushkarMishra,HelenYannakoudakisandEkaterinaShutova
JointlyLearningtoAlignandSummarizeforNeuralCross-LingualSummarizationYueCao,HuiLiuandXiaojunWan
JointlyMaskedSequence-to-SequenceModelforNon-AutoregressiveNeuralMachineTranslationJunliangGuo,LinliXuandEnhongChen
KdConv:AChineseMulti-domainDialogueDatasetTowardsMulti-turnKnowledge-drivenConversationHaoZhou,ChujieZheng,KailiHuang,MinlieHuangandXiaoyanZhu
KinGDOM:Knowledge-GuidedDOMainadaptationforsentimentanalysisDeepanwayGhosal,DevamanyuHazarika,AbhinabaRoy,NavonilMajumder,RadaMihalceaandSoujanyaPoria
KLEJ:ComprehensiveBenchmarkforPolishLanguageUnderstandingPiotrRybak,RobertMroczkowski,JanuszTraczandIreneuszGawlik
KnowledgeDistillationforMultilingualUnsupervisedNeuralMachineTranslationHaipengSun,RuiWang,KehaiChen,MasaoUtiyama,EiichiroSumitaandTiejunZhao
KnowledgeGraphEmbeddingCompressionMrinmayaSachan
KnowledgeGraph-AugmentedAbstractiveSummarizationwithSemantic-DrivenClozeRewardLuyangHuang,LingfeiWuandLuWang
Language(Re)modelling:TowardsEmbodiedLanguageUnderstandingRonenTamari,ChenShani,TomHope,MiriamRLPetruck,OmriAbendandDafnaShahaf
Language(technology)ispower:TheneedtobeexplicitaboutNLPharmsSuLinBlodgett,SolonBarocas,HalDauméIIIandHannaWallach
LanguageModelsasanAlternativeEvaluatorofWordOrderHypotheses:ACaseStudyinJapaneseTatsukiKuribayashi,TakumiIto,JunSuzukiandKentaroInui
LanguagetoNetwork:ConditionalParameterAdaptationwithNaturalLanguageDescriptionsTianJin,ZhunLiu,ShengjiaYan,AlexandreEichenbergerandLouis-PhilippeMorency
LargeScaleMulti-ActorGenerativeDialogModelingAlexBoyd,RaulPuri,MohammadShoeybi,MostofaPatwaryandBryanCatanzaro
LearningaMulti-DomainCurriculumforNeuralMachineTranslationWeiWang,YeTian,JiquanNgiam,YinfeiYang,IsaacCaswellandZaranaParekh
LearningandEvaluatingEmotionLexiconsfor91LanguagesSvenBuechel,SusannaRückerandUdoHahn
LearningArchitecturesfromanExtendedSearchSpaceforLanguageModelingYinqiaoLi,ChiHu,YuhaoZhang,NuoXu,YufanJiang,TongXiao,JingboZhu,TongranLiuandChangliangLi
LearningConstraintsforStructuredPredictionUsingRectifierNetworksXingyuanPan,MaitreyMehtaandVivekSrikumar
LearningDialogPoliciesfromWeakDemonstrationsGabrielGordon-Hall,PhilipJohnGorinskiandShayB.Cohen
LearningEfficientDialoguePolicyfromDemonstrationsthroughShapingHuiminWang,BaolinPengandKam-FaiWong
LearningInterpretableRelationshipsbetweenEntities,RelationsandConceptsviaBayesianStructureLearningonOpenDomainFactsJingyuanZhang,MingmingSun,YueFengandPingLi
LearningSourcePhraseRepresentationsforNeuralMachineTranslationHongfeiXu,JosefvanGenabith,DeyiXiong,QiuhuiLiuandJingyiZhang
LearningtoAskMore:Semi-AutoregressiveSequentialQuestionGenerationunderDual-GraphInteractionZiChaiandXiaojunWan
LearningtoContextuallyAggregateMulti-SourceSupervisionforSequenceLabelingOuyuLan,XiaoHuang,BillYuchenLin,HeJiang,LiyuanLiuandXiangRen
LearningtoCustomizeModelStructuresforFew-shotDialogueGenerationTasksYipingSong,ZequnLiu,WeiBi,RuiYanandMingZhang
LearningtoDeceivewithAttention-BasedExplanationsDanishPruthi,MansiGupta,BhuwanDhingra,GrahamNeubigandZacharyC.Lipton
LearningtoexecuteinstructionsinaMinecraftdialoguePrashantJayannavar,AnjaliNarayan-ChenandJuliaHockenmaier
LearningtoFaithfullyRationalizebyConstructionSarthakJain,SarahWiegreffe,YuvalPinterandByronC.Wallace
LearningtoIdentifyFollow-UpQuestionsinConversationalQuestionAnsweringSouvikKundu,QianLinandHweeTouNg
LearningtoRecoverfromMulti-ModalityErrorsforNon-AutoregressiveNeuralMachineTranslationQiuRan,YankaiLin,PengLiandJieZhou
LearningtoSegmentActionsfromObservationandNarrationDanielFried,Jean-BaptisteAlayrac,PhilBlunsom,ChrisDyer,StephenClarkandAidaNematzadeh
LearningtoUpdateNaturalLanguageCommentsBasedonCodeChangesSheenaPanthaplackel,PengyuNie,MilosGligoric,JunyiJessyLiandRaymondMooney
LearningWeb-basedProceduresbyReasoningoverExplanationsandDemonstrationsinContextShashankSrivastava,OleksandrPolozov,NebojsaJojicandChristopherMeek
LeveragingGraphtoImproveAbstractiveMulti-DocumentSummarizationWeiLi,XinyanXiao,JiachenLiu,HuaWu,HaifengWangandJunpingDu
LineGraphEnhancedAMR-to-TextGenerationwithMix-OrderGraphAttentionNetworksYanbinZhao,LuChen,ZhiChen,RuishengCao,SuZhuandKaiYu
LocationAttentionforExtrapolationtoLongerSequencesYannDubois,GautierDagan,DieuwkeHupkesandEliaBruni
LogicalNaturalLanguageGenerationfromOpen-DomainTablesWenhuChen,JianshuChen,YuSu,ZhiyuChenandWilliamYangWang
LogicalFactChecker:LeveragingLogicalOperationsforFactCheckingwithGraphModuleNetworkWanjunZhong,DuyuTang,ZhangyinFeng,NanDuan,MingZhou,MingGong,LinjunShou,DaxinJiang,JiahaiWangandJianYin
Low-DimensionalHyperbolicKnowledgeGraphEmbeddingsInesChami,AdvaWolf,Da-ChengJuan,FredericSala,SujithRaviandChristopherRé
Low-ResourceGenerationofMulti-hopReasoningQuestionsJianxingYu,WeiLiu,ShuangQiu,QinliangSu,KaiWang,XiaojunQuanandJianYin
MachineReadingofHistoricalEventsOrHonovich,LucasTorrobaHennigen,OmriAbendandShayB.Cohen
MappingNaturalLanguageInstructionstoMobileUIActionSequencesYangLi,JiacongHe,XinZhou,YuanZhangandJasonBaldridge
MART:Memory-AugmentedRecurrentTransformerforCoherentVideoParagraphCaptioningJieLei,LiweiWang,YelongShen,DongYu,TamaraBergandMohitBansal
MaskedLanguageModelScoringJulianSalazar,DavisLiang,ToanQ.NguyenandKatrinKirchhoff
MATINF:AJointlyLabeledLarge-ScaleDatasetforClassification,QuestionAnsweringandSummarizationCanwenXu,JiaxinPei,HongtaoWu,YiyuLiuandChenliangLi
Max-MarginIncrementalCCGParsingMiloStanojeviandMarkSteedman
MeasuringForecastingSkillfromTextShiZong,AlanRitterandEduardHovy
Meta-ReinforcedMulti-DomainStateGeneratorforDialogueSystemsYiHuang,JunlanFeng,MinHu,XiaotingWu,XiaoyuDuandShuoMa
MIE:AMedicalInformationExtractortowardsMedicalDialoguesYuanzheZhang,ZhongtaoJiang,TaoZhang,ShiwanLiu,JiarunCao,KangLiu,ShengpingLiuandJunZhao
MindtheTrade-off:DebiasingNLUModelswithoutDegradingtheIn-distributionPerformancePrasetyaAjieUtama,NafiseSadatMoosaviandIrynaGurevych
MIND:ALarge-scaleDatasetforNewsRecommendationFangzhaoWu,YingQiao,Jiun-HungChen,ChuhanWu,TaoQi,JianxunLian,DanyangLiu,XingXie,JianfengGao,WinnieWuandMingZhou
MixText:Linguistically-InformedInterpolationofHiddenSpaceforSemi-SupervisedTextClassificationJiaaoChen,ZichaoYangandDiyiYang
MLQA:EvaluatingCross-lingualExtractiveQuestionAnsweringPatrickLewis,BarlasOguz,RutyRinott,SebastianRiedelandHolgerSchwenk
MMPE:AMulti-ModalInterfaceforPost-EditingMachineTranslationNicoHerbig,TimDüwel,SantanuPal,KalliopiMariaMeladaki,MahsaMonshizadeh,AntonioKrügerandJosefvanGenabith
MobileBERT:aCompactTask-AgnosticBERTforResource-LimitedDevicesZhiqingSun,HongkunYu,XiaodanSong,RenjieLiu,YimingYangandDennyZhou
ModelingCode-SwitchLanguagesUsingBilingualParallelCorpusGrandeeLeeandHaizhouLi
ModelingMorphologicalTypologyforUnsupervisedLearningofLanguageMorphologyHongzhiXu,JordanKodner,MitchellMarcusandCharlesYang
ModellingContextandSyntacticalFeaturesforAspect-basedSentimentAnalysisMinhHieuPhanandPhilipO.Ogunbona
MoreDiverseDialogueDatasetsviaDiversity-InformedDataCollectionKatherineStasaski,GraceHuiYangandMartiA.Hearst
MovingDowntheLongTailofWordSenseDisambiguationwithGlossInformedBi-encodersTerraBlevinsandLukeZettlemoyer
Multi-agentCommunicationmeetsNaturalLanguage:SynergiesbetweenFunctionalandStructuralLanguageLearningAngelikiLazaridou,AnnaPotapenkoandOlivierTieleman
Multi-AgentTask-OrientedDialogPolicyLearningwithRole-AwareRewardDecompositionRyuichiTakanobu,RunzeLiangandMinlieHuang
Multi-CellCompositionalLSTMforNERDomainAdaptationChenJiaandYueZhang
MultidirectionalAssociativeOptimizationofFunction-SpecificWordRepresentationsDanielaGerz,IvanVuli,MarekRei,RoiReichartandAnnaKorhonen
Multi-DomainDialogueActsandResponseCo-GenerationKaiWang,JunfengTian,RuiWang,XiaojunQuanandJianxingYu
Multi-DomainNamedEntityRecognitionwithGenre-AwareandAgnosticInferenceJingWang,MayankKulkarniandDanielPreotiuc-Pietro
Multi-DomainNeuralMachineTranslationwithWord-LevelAdaptiveLayer-wiseDomainMixingHaomingJiang,ChenLiang,ChongWangandTuoZhao
Multi-GranularityInteractionNetworkforExtractiveandAbstractiveMulti-DocumentSummarizationHanqiJin,TianmingWangandXiaojunWan
Multi-HypothesisMachineTranslationEvaluationMarinaFomicheva,LuciaSpeciaandFranciscoGuzmán
Multi-LabelandMultilingualNewsFramingAnalysisAfraFeyzaAkyürek,LeiGuo,RandaElanwar,PrakashIshwar,MargritBetkeandDerryTantiWijaya
MultimodalNeuralGraphMemoryNetworksforVisualQuestionAnsweringMahmoudKhademi
MultiQT:Multimodallearningforreal-timequestiontrackinginspeechJakobD.Havtorn,JanLatko,JoakimEdin,LarsMaale,LasseBorgholt,LorenzoBelgrano,NicolaiJacobsen,RegitzeSdunandeljkoAgi
MultiscaleCollaborativeDeepModelsforNeuralMachineTranslationXiangpengWei,HengYu,YueHu,YueZhang,RongxiangWengandWeihuaLuo
Multi-SentenceArgumentLinkingSethEbner,PatrickXia,RyanCulkin,KyleRawlinsandBenjaminVanDurme
Multi-sourceMetaTransferforLowResourceMultiple-ChoiceQuestionAnsweringMingYan,HaoZhang,DiJinandJoeyTianyiZhou
MuTual:ADatasetforMulti-TurnDialogueReasoningLeyangCui,YuWu,ShujieLiu,YueZhangandMingZhou
NamedEntityRecognitionwithoutLabelledData:AWeakSupervisionApproachPierreLison,JeremyBarnes,AliaksandrHubinandSamiaTouileb
NAT:Noise-AwareTrainingforRobustNeuralSequenceLabelingMarcinNamysl,SvenBehnkeandJoachimKhler
NegativeTrainingforNeuralDialogueResponseGenerationTianxingHeandJamesGlass
NeighborhoodMatchingNetworkforEntityAlignmentYutingWu,XiaoLiu,YansongFeng,ZhengWangandDongyanZhao
NeuInfer:KnowledgeInferenceonN-aryFactsSaipingGuan,XiaolongJin,JiafengGuo,YuanzhuoWangandXueqiCheng
NeuralCRFModelforSentenceAlignmentinTextSimplificationChaoJiang,MounicaMaddela,WuweiLan,YangZhongandWeiXu
NeuralData-to-TextGenerationviaJointlyLearningtheSegmentationandCorrespondenceXiaoyuShen,ErnieChang,HuiSu,ChengNiuandDietrichKlakow
NeuralGenerationofDialogueResponseTimingsMatthewRoddyandNaomiHarte
NeuralMixedCountingModelsforDispersedTopicDiscoveryJieminWu,YanghuiRao,ZushengZhang,HaoranXie,QingLi,FuLeeWangandZiyeChen
NeuralRerankingforDependencyParsing:AnEvaluationBich-NgocDoandInesRehbein
NeuralSyntacticPreorderingforControlledParaphraseGenerationTanyaGoyalandGregDurrett
NeuralTopicModelingwithBidirectionalAdversarialTrainingRuiWang,XuemengHu,DeyuZhou,YulanHe,YuxuanXiong,ChenchenYeandHaiyangXu
NILE:NaturalLanguageInferencewithFaithfulNaturalLanguageExplanationsSawanKumarandParthaTalukdar
Norm-BasedCurriculumLearningforNeuralMachineTranslationXueboLiu,HoutimLai,DerekF.WongandLidiaS.Chao
NotAllClaimsareCreatedEqual:ChoosingtheRightStatisticalApproachtoAssessHypothesesErfanSadeqiAzer,DanielKhashabi,AshishSabharwalandDanRoth
NullItOut:GuardingProtectedAttributesbyIterativeNullspaceProjectionShauliRavfogel,YanaiElazar,HilaGonen,MichaelTwitonandYoavGoldberg
ObtainingFaithfulInterpretationsfromCompositionalNeuralNetworksSanjaySubramanian,BenBogin,NitishGupta,TomerWolfson,SameerSingh,JonathanBerantandMattGardner
OnFaithfulnessandFactualityinAbstractiveSummarizationJoshuaMaynez,ShashiNarayan,BerndBohnetandRyanMcDonald
OntheCross-lingualTransferabilityofMonolingualRepresentationsMikelArtetxe,SebastianRuderandDaniYogatama
OntheEncoder-DecoderIncompatibilityinVariationalTextModelingandBeyondChenWu,PrinceZizhuangWangandWilliamYangWang
OnTheEvaluationofMachineTranslationSystemsTrainedWithBack-TranslationSergeyEdunov,MyleOtt,Marc’AurelioRanzatoandMichaelAuli
OntheInferenceCalibrationofNeuralMachineTranslationShuoWang,ZhaopengTu,ShumingShiandYangLiu
OntheLimitationsofCross-lingualEncodersasExposedbyReference-FreeMachineTranslationEvaluationWeiZhao,GoranGlava,MaximePeyrard,YangGao,RobertWestandSteffenEger
OntheRobustnessofLanguageEncodersagainstGrammaticalErrorsFanYin,QuanyuLong,TaoMengandKai-WeiChang
OneSizeDoesNotFitAll:GeneratingandEvaluatingVariableNumberofKeyphrasesXingdiYuan,TongWang,RuiMeng,KhushbooThaker,PeterBrusilovsky,DaqingHeandAdamTrischler
OptimizingtheFactualCorrectnessofaSummary:AStudyofSummarizingRadiologyReportsYuhaoZhang,DerekMerck,EmilyTsai,ChristopherD.ManningandCurtisLanglotz
OrthogonalRelationTransformswithGraphContextModelingforKnowledgeGraphEmbeddingYunTang,JingHuang,GuangtaoWang,XiaodongHeandBowenZhou
OutoftheEchoChamber:DetectingCounteringDebateSpeechesMatanOrbach,YonatanBilu,AssafToledo,DanLahav,MichalJacovi,RanitAharonovandNoamSlonim
ParaCrawl:Web-ScaleAcquisitionofParallelCorporaMartaBaón,PinzhenChen,BarryHaddow,KennethHeafield,HieuHoang,MiquelEsplà-Gomis,MikelL.Forcada,AmirKamran,FaheemKirefu,PhilippKoehn,SergioOrtizRojas,LeopoldoPlaSempere,GemaRamírez-Sánchez,ElsaSarrías,MarekStrelec,BrianThompson,WilliamWaites,DionWigginsandJaumeZaragoza
ParallelCorpusFilteringviaPre-trainedLanguageModelsBoliangZhang,AjayNageshandKevinKnight
ParaphraseAugmentedTask-OrientedDialogGenerationSilinGao,YichiZhang,ZhijianOuandZhouYu
ParaphraseGenerationbyLearningHowtoEditfromSamplesAmirhosseinKazemnejad,MohammadrezaSalehiandMahdiehSoleymaniBaghshah
ParsingintoVariable-in-situLogico-SemanticGraphsYufeiChenandWeiweiSun
PerturbedMasking:Parameter-freeProbingforAnalyzingandInterpretingBERTZhiyongWu,YunChen,BenKaoandQunLiu
PeTra:ASparselySupervisedMemoryModelforPeopleTrackingShubhamToshniwal,AllysonEttinger,KevinGimpelandKarenLivescu
PhoneFeaturesImproveSpeechTranslationElizabethSaleskyandAlanWBlack
PhoneticandVisualPriorsforDeciphermentofInformalRomanizationMariaRyskina,MatthewR.GormleyandTaylorBerg-Kirkpatrick
PLATO:Pre-trainedDialogueGenerationModelwithDiscreteLatentVariableSiqiBao,HuangHe,FanWang,HuaWuandHaifengWang
PolitenessTransfer:ATagandGenerateApproachAmanMadaan,AmrithSetlur,TanmayParekh,BarnabasPoczos,GrahamNeubig,YimingYang,RuslanSalakhutdinov,AlanWBlackandShrimaiPrabhumoye
PosteriorControlofBlackboxGenerationXiangLisaLiandAlexanderRush
PredictingDeclensionClassfromFormandMeaningAdinaWilliams,TiagoPimentel,AryaD.McCarthy,HagenBlix,EleanorChodroffandRyanCotterell
PredictingDepressioninScreeningInterviewsfromLatentCategorizationofInterviewPromptsAlexRinaldi,JeanFoxTreeandSnigdhaChaturvedi
PredictingPerformanceforNaturalLanguageProcessingTasksMengzhouXia,AntoniosAnastasopoulos,RuochenXu,YimingYangandGrahamNeubig
PredictingtheFocusofNegation:ModelandErrorAnalysisMdMosharafHossain,KathleenHamilton,AlexisPalmerandEduardoBlanco
PredictingtheGrowthofMorphologicalFamiliesfromSocialandLinguisticFactorsValentinHofmann,JanetPierrehumbertandHinrichSchütze
PredictingtheTopicalStanceandPoliticalLeaningofMediausingTweetsPeterStefanov,KareemDarwish,AtanasAtanasovandPreslavNakov
PredictiveBiasesinNaturalLanguageProcessingModels:AConceptualFrameworkandOverviewDevenSantoshShah,H.AndrewSchwartzandDirkHovy
PremiseSelectioninNaturalLanguageMathematicalTextsDeborahFerreiraandAndréFreitas
Pre-trainandPlug-in:FlexibleConditionalTextGenerationwithVariationalAuto-EncodersYuDuan,CanwenXu,JiaxinPei,JialongHanandChenliangLi
Pre-trainingIs(Almost)AllYouNeed:AnApplicationtoCommonsenseReasoningAlexandreTamborrino,NicolaPellicanò,BaptistePannier,PascalVoitotandLouiseNaudin
PretrainingwithContrastiveSentenceObjectivesImprovesDiscoursePerformanceofLanguageModelsDanIter,KelvinGuu,LarryLansingandDanJurafsky
ProbabilisticAssumptionsMatter:ImprovedModelsforDistantly-SupervisedDocument-LevelQuestionAnsweringHaoCheng,Ming-WeiChang,KentonLeeandKristinaToutanova
ProbabilisticallyMaskedLanguageModelCapableofAutoregressiveGenerationinArbitraryWordOrderYiLiao,XinJiangandQunLiu
ProbingforreferentialinformationinlanguagemodelsIonut-TeodorSorodoc,KristinaGulordavaandGemmaBoleda
ProbingLinguisticFeaturesofSentence-LevelRepresentationsinRelationExtractionChristophAlt,AleksandraGabryszakandLeonhardHennig
ProbingLinguisticSystematicityEmilyGoodwin,KoustuvSinhaandTimothyJ.O’Donnell
ProgramminginNaturalLanguagewithfuSE:SynthesizingMethodsfromSpokenUtterancesUsingDeepNaturalLanguageUnderstandingSebastianWeigelt,VanessaSteurer,TobiasHeyandWalterF.Tichy
PuzzLingMachines:AChallengeonLearningFromSmallDataGzdeGülahin,YovaKementchedjhieva,PhillipRustandIrynaGurevych
Pyramid:ALayeredModelforNestedNamedEntityRecognitionJueWang,LidanShou,KeChenandGangChen
QuASE:Question-AnswerDrivenSentenceEncodingHangfengHe,QiangNingandDanRoth
R^3:Reverse,Retrieve,andRankforSarcasmGenerationwithCommonsenseKnowledgeTuhinChakrabarty,DebanjanGhosh,SmarandaMuresanandNanyunPeng
RationalizingMedicalRelationPredictionfromCorpus-levelStatisticsZhenWang,JenniferLee,SimonLinandHuanSun
RationalizingTextMatching:LearningSparseAlignmentsviaOptimalTransportKyleSwanson,LiliYuandTaoLei
RAT-SQL:Relation-AwareSchemaEncodingandLinkingforText-to-SQLParsersBailinWang,RichardShin,XiaodongLiu,OleksandrPolozovandMatthewRichardson
ReasoningOverSemantic-LevelGraphforFactCheckingWanjunZhong,JingjingXu,DuyuTang,ZenanXu,NanDuan,MingZhou,JiahaiWangandJianYin
ReasoningwithLatentStructureRefinementforDocument-LevelRelationExtractionGuoshunNan,ZhijiangGuo,IvanSekulicandWeiLu
ReasoningwithMultimodalSarcasticTweetsviaModelingCross-ModalityContrastandSemanticAssociationNanXu,ZhixiongZengandWenjiMao
(Re)construingMeaninginNLPSeanTrott,TiagoTimponiTorrent,NancyChangandNathanSchneider
RecurrentChunkingMechanismsforLong-TextMachineReadingComprehensionHongyuGong,YelongShen,DianYu,JianshuChenandDongYu
RecurrentNeuralNetworkLanguageModelsAlwaysLearnEnglish-LikeRelativeClauseAttachmentForrestDavisandMartenvanSchijndel
ReducingGenderBiasinNeuralMachineTranslationasaDomainAdaptationProblemDanielleSaundersandBillByrne
Refer360°:AReferringExpressionRecognitionDatasetin360°ImagesVolkanCirik,TaylorBerg-KirkpatrickandLouis-PhilippeMorency
ReInceptionE:Relation-AwareInceptionNetworkwithJointLocal-GlobalStructuralInformationforKnowledgeGraphEmbeddingZhiwenXie,GuangyouZhou,JinLiuandJimmyXiangjiHuang
RelabeltheNoise:JointExtractionofEntitiesandRelationsviaCooperativeMultiagentsDaoyuanChen,YaliangLi,KaiLeiandYingShen
RelationalGraphAttentionNetworkforAspect-basedSentimentAnalysisKaiWang,WeizhouShen,YunyiYang,XiaojunQuanandRuiWang
Relation-AwareCollaborativeLearningforUnifiedAspect-BasedSentimentAnalysisZhuangChenandTieyunQian
RepresentationLearningforInformationExtractionfromForm-likeDocumentsBodhisattwaPrasadMajumder,NavneetPotti,SandeepTata,JamesBradleyWendt,QiZhaoandMarcNajork
Response-AnticipatedMemoryforOn-DemandKnowledgeIntegrationinResponseGenerationZhiliangTian,WeiBi,DongkyuLee,LanqingXue,YipingSong,XiaojiangLiuandNevinL.Zhang
RethinkingDialogueStateTrackingwithReasoningLiziLiao,YunshanMa,WenqiangLeiandTat-SengChua
Review-basedQuestionGenerationwithAdaptiveInstanceTransferandAugmentationQianYu,LidongBing,QiongZhang,WaiLamandLuoSi
RevisitingtheContextWindowforCross-lingualWordEmbeddingsRyokanRiandYoshimasaTsuruoka
RigidFormatsControlledTextGenerationPijiLi,HaisongZhang,XiaojiangLiuandShumingShi
RikiNet:ReadingWikipediaPagesforNaturalQuestionAnsweringDayihengLiu,YeyunGong,JieFu,YuYan,JiushengChen,DaxinJiang,JianchengLvandNanDuan
RobustEncodings:AFrameworkforCombatingAdversarialTyposErikJones,RobinJia,AditiRaghunathanandPercyLiang
RolesandUtilizationofAttentionHeadsinTransformer-basedNeuralLanguageModelsJae-youngJoandSung-HyonMyaeng
S2ORC:TheSemanticScholarOpenResearchCorpusKyleLo,LucyWang,MarkNeumann,RodneyKinneyandDanielWeld
SAS:DialogueStateTrackingviaSlotAttentionandSlotInformationSharingJiayingHu,YanYang,ChencaiChen,LiangHeandZhouYu
SCDE:SentenceClozeDatasetwithHighQualityDistractorsFromExaminationsXiangKong,VarunGangalandEduardHovy
schuBERT:OptimizingElementsofBERTAshishKhetanandZoharKarnin
SciREX:AChallengeDatasetforDocument-LevelInformationExtractionSarthakJain,MadeleinevanZuylen,HannanehHajishirziandIzBeltagy
ScreenplaySummarizationUsingLatentNarrativeStructurePinelopiPapalampidi,FrankKeller,LeaFrermannandMirellaLapata
ScriptWriter:Narrative-GuidedScriptGenerationYutaoZhu,RuihuaSong,ZhichengDou,Jian-YunNieandJinZhou
SEEK:SegmentedEmbeddingofKnowledgeGraphsWentaoXu,ShunZheng,LiangHe,BinShao,JianYinandTie-YanLiu
SelectingBacktranslatedDatafromMultipleSourcesforImprovedNeuralMachineTranslationXabierSoto,DimitarShterionov,AlbertoPoncelasandAndyWay
SelectiveQuestionAnsweringunderDomainShiftAmitaKamath,RobinJiaandPercyLiang
SemanticGraphsforGeneratingDeepQuestionsLiangmingPan,YuxiXie,YansongFeng,Tat-SengChuaandMin-YenKan
SemanticParsingforEnglishasaSecondLanguageYuanyuanZhao,WeiweiSun,JunjieCaoandXiaojunWan
SemanticScaffoldsforPseudocode-to-CodeGenerationRuiqiZhong,MitchellSternandDanKlein
Semi-supervisedContextualHistoricalTextNormalizationPeterMakarovandSimonClematide
Semi-SupervisedDialoguePolicyLearningviaStochasticRewardEstimationXintingHuang,JianzhongQi,YuSunandRuiZhang
Semi-SupervisedSemanticDependencyParsingUsingCRFAutoencodersZixiaJia,YoumiMa,JiongCaiandKeweiTu
SenseBERT:DrivingSomeSenseintoBERTYoavLevine,BarakLenz,OrDagan,OriRam,DanPadnos,OrSharir,ShaiShalev-Shwartz,AmnonShashuaandYoavShoham
SentiBERT:ATransferableTransformer-BasedArchitectureforCompositionalSentimentSemanticsDaYin,TaoMengandKai-WeiChang
SentimentandEmotionhelpSarcasmAMulti-taskLearningFrameworkforMulti-ModalSarcasm,SentimentandEmotionAnalysisDushyantSinghChauhan,DhanushSR,AsifEkbalandPushpakBhattacharyya
SeqVAT:VirtualAdversarialTrainingforSemi-SupervisedSequenceLabelingLuoxinChen,WeitongRuan,XinyueLiuandJianhuaLu
ShouldAllCross-LingualEmbeddingsSpeakEnglishAntoniosAnastasopoulosandGrahamNeubig
SimilarityAnalysisofContextualWordRepresentationModelsJohnWu,YonatanBelinkov,HassanSajjad,NadirDurrani,FahimDalviandJamesGlass
Simple,InterpretableandStableMethodforDetectingWordswithUsageChangeacrossCorporaHilaGonen,GaneshJawahar,DjaméSeddahandYoavGoldberg
SimplifytheUsageofLexiconinChineseNERRuotianMa,MinlongPeng,QiZhang,ZhongyuWeiandXuanjingHuang
SimulSpeech:End-to-EndSimultaneousSpeechtoTextTranslationYiRen,JinglinLiu,XuTan,ChenZhang,TaoQin,ZhouZhaoandTie-YanLiu
Single-/Multi-SourceCross-LingualNERviaTeacher-StudentLearningonUnlabeledDatainTargetLanguageQianhuiWu,ZijiaLin,BrjeKarlsson,Jian-GuangLouandBiqingHuang
SKEP:SentimentKnowledgeEnhancedPre-trainingforSentimentAnalysisHaoTian,CanGao,XinyanXiao,HaoLiu,BoleiHe,HuaWu,HaifengWangandFengWu
Slot-consistentNLGforTask-orientedDialogueSystemswithIterativeRectificationNetworkYangmingLi,KaishengYao,LiboQin,WanxiangChe,XiaolongLiandTingLiu
SMART:RobustandEfficientFine-TuningforPre-trainedNaturalLanguageModelsthroughPrincipledRegularizedOptimizationHaomingJiang,PengchengHe,WeizhuChen,XiaodongLiu,JianfengGaoandTuoZhao
SocialBiasFrames:ReasoningaboutSocialandPowerImplicationsofLanguageMaartenSap,SaadiaGabriel,LianhuiQin,DanJurafsky,NoahA.SmithandYejinChoi
SourcesofTransferinMultilingualNamedEntityRecognitionDavidMueller,NicholasAndrewsandMarkDredze
SpanSelectionPre-trainingforQuestionAnsweringMichaelGlass,AlfioGliozzo,RishavChakravarti,AnthonyFerritto,LinPan,GPShrivatsaBhargav,DineshGargandAviSil
Span-basedLocalizingNetworkforNaturalLanguageVideoLocalizationHaoZhang,AixinSun,WeiJingandJoeyTianyiZhou
SpanMlt:ASpan-basedMulti-TaskLearningFrameworkforPair-wiseAspectandOpinionTermsExtractionHeZhao,LongtaoHuang,RongZhang,QuanLuandHuiXue
SpeaktoyourParser:InteractiveText-to-SQLwithNaturalLanguageFeedbackAhmedElgohary,SagharHosseiniandAhmedHassanAwadallah
SpeakerSensitiveResponseEvaluationModelJinYeongBakandAliceOh
SpeakersenhancecontextuallyconfusablewordsEricMeinhardt,EricBakovicandLeonBergen
SPECTER:Document-levelRepresentationLearningusingCitation-informedTransformersArmanCohan,SergeyFeldman,IzBeltagy,DougDowneyandDanielWeld
SpeechTranslationandtheEnd-to-EndPromise:TakingStockofWhereWeAreMatthiasSperberandMatthiasPaulik
SpellGCN:IncorporatingPhonologicalandVisualSimilaritiesintoLanguageModelsforChineseSpellingCheckXingyiCheng,WeidiXu,KunlongChen,ShaohuaJiang,FengWang,TaifengWang,WeiChuandYuanQi
SpellingErrorCorrectionwithSoft-MaskedBERTShaohuaZhang,HaoranHuang,JicongLiuandHangLi
Spyingonyourneighbors:Fine-grainedprobingofcontextualembeddingsforinformationaboutsurroundingwordsJosefKlafkaandAllysonEttinger
STARC:StructuredAnnotationsforReadingComprehensionYevgeniBerzak,JonathanMalmaudandRogerLevy
StockEmbeddingsAcquiredfromNewsArticlesandPriceHistory,andanApplicationtoPortfolioOptimizationXinDuandKumikoTanaka-Ishii
StorytellingwithDialogue:ACriticalRoleDungeonsandDragonsDatasetRevanthRameshkumarandPeterBailey
StructuralInformationPreservingforGraph-to-TextGenerationLinfengSong,AnteWang,JinsongSu,YueZhang,KunXu,YubinGeandDongYu
StructuredTuningforSemanticRoleLabelingTaoLi,ParthAnandJawale,MarthaPalmerandVivekSrikumar
Structure-LevelKnowledgeDistillationForMultilingualSequenceLabelingXinyuWang,YongJiang,NguyenBach,TaoWang,FeiHuangandKeweiTu
SuspenseinShortStoriesisPredictedByUncertaintyReductionoverNeuralStoryRepresentationDavidWilmotandFrankKeller
SynchronousDouble-channelRecurrentNetworkforAspect-OpinionPairExtractionShaoweiChen,JieLiu,YuWang,WenzhengZhangandZimingChi
Syn-QG:SyntacticandShallowSemanticRulesforQuestionGenerationKaustubhDholeandChristopherD.Manning
Syntax-AwareOpinionRoleLabelingwithDependencyGraphConvolutionalNetworksBoZhang,YueZhang,RuiWang,ZhenghuaLiandMinZhang
TaBERT:PretrainingforJointUnderstandingofTextualandTabularDataPengchengYin,GrahamNeubig,Wen-tauYihandSebastianRiedel
TACREDRevisited:AThoroughEvaluationoftheTACREDRelationExtractionTaskChristophAlt,AleksandraGabryszakandLeonhardHennig
TAG:TypeAuxiliaryGuidingforCodeCommentGenerationRuichuCai,ZhihaoLiang,BoyanXu,zijianli,YuexingHaoandYaoChen
TangledupinBLEU:ReevaluatingtheEvaluationofAutomaticMachineTranslationEvaluationMetricsNitikaMathur,TimothyBaldwinandTrevorCohn
TaPas:WeaklySupervisedTableParsingviaPre-trainingJonathanHerzig,PawelKrzysztofNowak,ThomasMüller,FrancescoPiccinnoandJulianEisenschlos
TargetInferenceinArgumentConclusionGenerationMiladAlshomary,ShahbazSyed,MartinPotthastandHenningWachsmuth
TaxonomyConstructionofUnseenDomainsviaGraph-basedCross-DomainKnowledgeTransferChaoShang,SarthakDash,MdFaisalMahbubChowdhury,NandanaMihindukulasooriyaandAlfioGliozzo
TchebycheffProcedureforMulti-taskTextClassificationYurenMao,ShuangYun,WeiweiLiuandBoDu
TemporalCommonSenseAcquisitionwithMinimalSupervisionBenZhou,QiangNing,DanielKhashabiandDanRoth
Temporally-InformedAnalysisofNamedEntityRecognitionShrutiRijhwaniandDanielPreotiuc-Pietro
TextandCausalInference:AReviewofUsingTexttoRemoveConfoundingfromCausalEstimatesKatherineKeith,DavidJensenandBrendanO’Connor
Text-BasedIdealPointsKeyonVafa,SureshNaiduandDavidBlei
ThatisaKnownLie:DetectingPreviouslyFact-CheckedClaimsShadenShaar,NikolayBabulkov,GiovanniDaSanMartinoandPreslavNakov
“TheBoatingStoreHadItsBestSailEver”:Pronunciation-attentiveContextualizedPunRecognitionYichaoZhou,Jyun-YuJiang,JieyuZhao,Kai-WeiChangandWeiWang
TheCascadeTransformer:anApplicationforEfficientAnswerSentenceSelectionLucaSoldainiandAlessandroMoschitti
TheDialogueDodecathlon:Open-DomainKnowledgeandImageGroundedConversationalAgentsKurtShuster,DaJU,StephenRoller,EmilyDinan,Y-LanBoureauandJasonWeston
TheParadigmDiscoveryProblemAlexanderErdmann,MichaElsner,ShijieWu,RyanCotterellandNizarHabash
TheRightToolfortheJob:MatchingModelandInstanceComplexitiesRoySchwartz,GabrielStanovsky,SwabhaSwayamdipta,JesseDodgeandNoahA.Smith
TheSensitivityofLanguageModelsandHumanstoWinogradSchemaPerturbationsMostafaAbdou,VinitRavishankar,MariaBarrett,YonatanBelinkov,DesmondElliottandAndersSgaard
TheSOFC-ExpCorpusandNeuralApproachestoInformationExtractionintheMaterialsScienceDomainAnnemarieFriedrich,HeikeAdel,FedericoTomazic,JohannesHingerl,RenouBenteau,AnikaMarusczykandLukasLange
TheStateandFateofLinguisticDiversityandInclusionintheNLPWorldPratikJoshi,SebastinSanty,AmarBudhiraja,KalikaBaliandMonojitChoudhury
TheSummaryLoop:LearningtoWriteAbstractiveSummariesWithoutExamplesPhilippeLaban,AndrewHsi,JohnCannyandMartiA.Hearst
TheTechQADatasetVittorioCastelli,RishavChakravarti,SaswatiDana,AnthonyFerritto,RaduFlorian,MartinFranz,DineshGarg,DineshKhandelwal,ScottMcCarley,MichaelMcCawley,MohamedNasr,LinPan,CezarPendus,JohnPitrelli,SaurabhPujar,SalimRoukos,AndrzejSakrajda,AviSil,RosarioUceda-Sosa,ToddWardandRongZhang
TheUnstoppableRiseofComputationalLinguisticsinDeepLearningJamesHenderson
ToBoldlyQueryWhatNoOneHasAnnotatedBeforeTheFrontiersofCorpusQueryingMarkusGrtnerandKerstinJung
ToTestMachineComprehension,StartbyDefiningComprehensionJesseDunietz,GregBurnham,AkashBharadwaj,OwenRambow,JenniferChu-CarrollandDaveFerrucci
TowardGender-InclusiveCoreferenceResolutionYangTristaCaoandHalDauméIII
TowardsConversationalRecommendationoverMulti-TypeDialogsZemingLiu,HaifengWang,Zheng-YuNiu,HuaWu,WanxiangCheandTingLiu
TowardsDebiasingSentenceRepresentationsPaulPuLiang,IreneMengzeLi,EmilyZheng,YaoChongLim,RuslanSalakhutdinovandLouis-PhilippeMorency
TowardsEmotion-aidedMulti-modalDialogueActClassificationTulikaSaha,AdityaPatra,SriparnaSahaandPushpakBhattacharyya
TowardsFaithfulNeuralTable-to-TextGenerationwithContent-MatchingConstraintsZhenyiWang,XiaoyangWang,BangAn,DongYuandChangyouChen
TowardsHolisticandAutomaticEvaluationofOpen-DomainDialogueGenerationBoPang,ErikNijkamp,WenjuanHan,LinqiZhou,YixianLiuandKeweiTu
TowardsInterpretableClinicalDiagnosiswithBayesianNetworkEnsemblesStackedonEntity-AwareCNNsJunChen,XiaoyaDai,QuanYuan,ChaoLuandHaifengHuang
TowardsRobustifyingNLIModelsAgainstLexicalDatasetBiasesXiangZhouandMohitBansal
TowardsTransparentandExplainableAttentionModelsAkashKumarMohankumar,PrekshaNema,SharanNarasimhan,MiteshM.Khapra,BalajiVasanSrinivasanandBalaramanRavindran
TowardsUnderstandingGenderBiasinRelationExtractionAndrewGaut,TonySun,ShirlynTang,YuxinHuang,JingQian,MaiElSherief,JieyuZhao,DibaMirza,ElizabethBelding,Kai-WeiChangandWilliamYangWang
TowardsUnsupervisedLanguageUnderstandingandGenerationbyJointDualLearningShang-YuSu,Chao-WeiHuangandYun-NungChen
ToxicityDetection:DoesContextReallyMatterJohnPavlopoulos,JeffreySorensen,LucasDixon,NithumThainandIonAndroutsopoulos
Transition-basedDirectedGraphConstructionforEmotion-CausePairExtractionChuangFan,ChaofaYuan,JiachenDu,LinGui,MinYangandRuifengXu
Transition-basedSemanticDependencyParsingwithPointerNetworksDanielFernández-GonzálezandCarlosGómez-Rodríguez
TranslationeseasaLanguagein“Multilingual”NMTParkerRiley,IsaacCaswell,MarkusFreitagandDavidGrangier
TransS-DrivenJointLearningArchitectureforImplicitDiscourseRelationRecognitionRuifangHe,JianWang,FengyuGuoandYuguiHan
TVQA+:Spatio-TemporalGroundingforVideoQuestionAnsweringJieLei,LichengYu,TamaraBergandMohitBansal
TXtract:Taxonomy-AwareKnowledgeExtractionforThousandsofProductCategoriesGiannisKaramanolakis,JunMaandXinLunaDong
Uncertainty-AwareCurriculumLearningforNeuralMachineTranslationYikaiZhou,BaosongYang,DerekF.Wong,YuWanandLidiaS.Chao
UnderstandingAttentionforTextClassificationXiaobingSunandWeiLu
UnderstandingtheLanguageofPoliticalAgreementandDisagreementinLegislativeTextsMaryamDavoodi,EricWaltenburgandDanGoldwasser
UniversalDecompositionalSemanticParsingEliasStengel-Eskin,AaronStevenWhite,ShengZhangandBenjaminVanDurme
UnknownIntentDetectionUsingGaussianMixtureModelwithanApplicationtoZero-shotIntentClassificationGuangfengYan,LuFan,QimaiLi,HanLiu,XiaotongZhang,Xiao-MingWuandAlbertY.S.Lam
UnsupervisedAlignment-basedIterativeEvidenceRetrievalforMulti-hopQuestionAnsweringVikasYadav,StevenBethardandMihaiSurdeanu
UnsupervisedCross-lingualRepresentationLearningatScaleAlexisConneau,KartikayKhandelwal,NamanGoyal,VishravChaudhary,GuillaumeWenzek,FranciscoGuzmán,EdouardGrave,MyleOtt,LukeZettlemoyerandVeselinStoyanov
UnsupervisedDomainClustersinPretrainedLanguageModelsRoeeAharoniandYoavGoldberg
UnsupervisedDualParaphrasingforTwo-stageSemanticParsingRuishengCao,SuZhu,ChenyuYang,ChenLiu,RaoMa,YanbinZhao,LuChenandKaiYu
UnsupervisedMorphologicalParadigmCompletionHuimingJin,LiweiCai,YihuiPeng,ChenXia,AryaMcCarthyandKatharinaKann
UnsupervisedMultimodalNeuralMachineTranslationwithPseudoVisualPivotingPo-YaoHuang,JunjieHu,XiaojunChangandAlexanderHauptmann
UnsupervisedOpinionSummarizationasCopycat-ReviewGenerationArthurBrainskas,MirellaLapataandIvanTitov
UnsupervisedOpinionSummarizationwithNoisingandDenoisingReinaldKimAmplayoandMirellaLapata
UnsupervisedParaphrasingbySimulatedAnnealingXianggenLiu,LiliMou,FandongMeng,HaoZhou,JieZhouandSenSong
USR:AnUnsupervisedandReferenceFreeEvaluationMetricforDialogGenerationShikibMehriandMaxineEskenazi
WeightPoisoningAttacksonPretrainedModelsKeitaKurita,PaulMichelandGrahamNeubig
WhataretheGoalsofDistributionalSemanticsGuyEmerson
WhatdeterminestheorderofadjectivesinEnglishComparingefficiency-basedtheoriesusingdependencytreebanksRichardFutrell,WilliamDyerandGregScontras
WhatQuestionAnsweringcanLearnfromTriviaNerdsJordanBoyd-GraberandBenjaminBrschinger
WhatWasWrittenvs.WhoReadIt:NewsMediaProfilingUsingTextAnalysisandSocialMediaContextRamyBaly,GeorgiKaradzhov,JisunAn,HaewoonKwak,YoanDinkov,AhmedAli,JamesGlassandPreslavNakov
WhendoWordEmbeddingsAccuratelyReflectSurveysonourBeliefsAboutPeopleKennethJosephandJonathanMorgan
“Whosaidit,andWhy”ProvenanceforNaturalLanguageClaimsYiZhang,ZacharyIvesandDanRoth
WinoWhy:ADeepDiagnosisofEssentialCommonsenseKnowledgeforAnsweringWinogradSchemaChallengeHongmingZhang,XinranZhaoandYangqiuSong
Word-levelTextualAdversarialAttackingasCombinatorialOptimizationYuanZang,FanchaoQi,ChenghaoYang,ZhiyuanLiu,MengZhang,QunLiuandMaosongSun
XtremeDistil:Multi-stageDistillationforMassiveMultilingualModelsSubhabrataMukherjeeandAhmedHassanAwadallah
YouImpressMe:DialogueGenerationviaMutualPersonaPerceptionQianLiu,YihongChen,BeiChen,Jian-GuangLou,ZixuanChen,BinZhouandDongmeiZhang
Zero-shotTextClassificationviaReinforcedSelf-trainingZhiquanYe,YuxiaGeng,JiaoyanChen,JingminChen,XiaoxiaoXu,SuhangZheng,FengWang,JunZhangandHuajunChen
Zero-ShotTransferLearningwithSynthesizedDataforMulti-DomainDialogueStateTrackingGiovanniCampagna,AgataForyciarz,MehradMoradshahiandMonicaLam
ZeroShotCeres:Zero-ShotRelationExtractionfromSemi-StructuredWebpagesColinLockard,PrashantShiralkar,XinLunaDongandHannanehHajishirzi