TACL Paers at ACL 2014 PDF
Preview TACL Paers at ACL 2014
ACL 2014 52nd Annual Meeting of the Association for Computational Linguistics TACL Papers June 23-25, 2014 Baltimore, Maryland, USA (cid:13)c 2014TheAssociationforComputationalLinguistics OrdercopiesofthisandotherACLproceedingsfrom: AssociationforComputationalLinguistics(ACL) 209N.EighthStreet Stroudsburg,PA18360 USA Tel: +1-570-476-8006 Fax: +1-570-476-0860 [email protected] ii Table of Contents TrainingDeterministicParserswithNon-DeterministicOracles YoavGoldbergandJoakimNivre..........................................................1 JointIncrementalDisfluencyDetectionandDependencyParsin MatthewHonnibalandMarkJohnson.....................................................13 ACrossing-SensitiveThird-OrderFactorizationforDependencyParsing EmilyPitler............................................................................25 ExploringtheRoleofStressinBayesianWordSegmentationusingAdaptorGrammars BenjaminBörschingerandMarkJohnson.................................................39 FLORS:FastandSimpleDomainAdaptationforPart-of-SpeechTagging TobiasSchnabelandHinrichSchütze.....................................................51 ATabularMethodforDynamicOraclesinTransition-BasedParsing YoavGoldberg,FrancescoSartorioandGiorgioSatta ...................................... 63 TemporalAnnotationintheClinicalDomain William Styler, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C de Groen, BradErickson,TimothyMiller,ChenLin,GuerganaSavovaandJamesPustejovsky................75 EntityLinkingmeetsWordSenseDisambiguation: aUnifiedApproach AndreaMoro,AlessandroRaganatoandRobertoNavigli...................................87 Data-DrivenMetaphorRecognitionandExplanation HongsongLi,KennyQ.ZhuandHaixunWang...........................................101 GroundedCompositionalSemanticsforFindingandDescribingImageswithSentences RichardSocher,AndrejKarpathy,QuocV.Le,ChristopherManningandAndrewNg ........ 113 ParallelAlgorithmsforUnsupervisedTagging SujithRavi,SergeiVassilivitskiiandVibhorRastogi......................................125 Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling BenKing,RahulJhaandDragomirR.Radev.............................................139 DiscriminativeLexicalSemanticSegmentationwithGaps: RunningtheMWEGamut NathanSchneider,EmilyDanchik,ChrisDyerandNoahA.Smith ......................... 153 SegmentationforEfficientSupervisedLanguageAnnotationwithanExplicitCost-UtilityTradeoff MatthiasSperber,MirjamSimantzik,GrahamNeubig,SatoshiNakamuraandAlexWaibel...167 TheLanguageDemographicsofAmazonMechanicalTurk ElliePavlick,MattPost,AnnIrvine,DmitryKachaevandChrisCallison-Burch ............. 179 Cross-lingualProjectedExpectationRegularizationforWeaklySupervisedLearning MengqiuWangandChristopherManning................................................193 BacktoBasicsforMonolingualAlignment: ExploitingWordSimilarityandContextualEvidence MdArafatSultan,StevenBethardandTamaraSumner....................................205 iii Fromimagedescriptionstovisualdenotations: Newsimilaritymetricsforsemanticinferenceoverevent descriptions PeterYoung,AliceLai,MicahHodoshandJuliaHockenmaier.............................217 Senti-LSSVM:Sentiment-OrientedMulti-RelationExtractionwithLatentStructuralSVM LizhenQu,YiZhang,RuiWang,LiliJiang,RainerGemullaandGerhardWeikum...........229 iv Conference Program 18:00–21:00 WelcomeReception Monday,June23,2014 7:30–18:00 Registration 7:30–9:00 Breakfast 8:55–9:00 Openingsession 9:00–9:40 Presidenttalk 9:40–10:10 Coffeebreak Session1A:Discourse,Dialogue,CoreferenceandPragmatics Session1B:SemanticsI Session1C:MachineTranslationI Session1D:Syntax,Parsing,andTaggingI 10:10–10:35 TrainingDeterministicParserswithNon-DeterministicOracles YoavGoldbergandJoakimNivre 10:35–11:00 JointIncrementalDisfluencyDetectionandDependencyParsin MatthewHonnibalandMarkJohnson 11:25–11:50 ACrossing-SensitiveThird-OrderFactorizationforDependencyParsing EmilyPitler v Monday,June23,2014(continued) Session1E:NLPfortheWebandSocialMediaI 11:50–13:20 Lunchbreak;StudentLunch Session2A:Syntax,ParsingandTaggingII Session2B:SemanticsII Session2C:WordSegmentationandPOSTagging 13:30–13:45 ExploringtheRoleofStressinBayesianWordSegmentationusingAdaptorGrammars BenjaminBörschingerandMarkJohnson 14:10–14:35 FLORS:FastandSimpleDomainAdaptationforPart-of-SpeechTagging TobiasSchnabelandHinrichSchütze Session2D:SRW Session2E:SentimentAnalysisI 15:00–15:30 Coffeebreak Session3A:TopicModeling Session3B:InformationExtractionI vi Monday,June23,2014(continued) Session3C:Generation Session3D:Syntax,ParsingandTaggingIII 15:30–15:55 ATabularMethodforDynamicOraclesinTransition-BasedParsing YoavGoldberg,FrancescoSartorioandGiorgioSatta Session3E:LanguageResourcesandEvaluationI 16:20–16:45 TemporalAnnotationintheClinicalDomain William Styler, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C de Groen, Brad Erickson, Timothy Miller, Chen Lin, Guergana Savova and James Puste- jovsky 16:45–17:00 Break 17:00–18:00 InvitedtalkI:CorinnaCortes OralSessionsforStudentResearchWorkshopPosters 18:50–21:30 PosterandDinnerSessionI:TACLPapers, LongPapers, ShortPapers, StudentResearch Workshop;Demonstrations EntityLinkingmeetsWordSenseDisambiguation: aUnifiedApproach AndreaMoro,AlessandroRaganatoandRobertoNavigli Data-DrivenMetaphorRecognitionandExplanation HongsongLi,KennyQ.ZhuandHaixunWang GroundedCompositionalSemanticsforFindingandDescribingImageswithSentences RichardSocher,AndrejKarpathy,QuocV.Le,ChristopherManningandAndrewNg ParallelAlgorithmsforUnsupervisedTagging SujithRavi,SergeiVassilivitskiiandVibhorRastogi HeterogeneousNetworksandTheirApplications: Scientometrics,NameDisambiguation, andTopicModeling BenKing,RahulJhaandDragomirR.Radev DiscriminativeLexicalSemanticSegmentationwithGaps: RunningtheMWEGamut NathanSchneider,EmilyDanchik,ChrisDyerandNoahA.Smith vii Tuesday,June24,2014 7:30–18:00 Registration 7:30–9:00 Breakfast 9:00–10:00 InvitedtalkII:ZoranPopovic 10:00–10:30 Coffeebreak Session4A:MachineLearningforNLP Session4B:InformationExtractionII Session4C:MachineTranslationII Session4D:Summarization Session4E:LanguageResourcesandEvaluationII 10:30–10:55 Segmentation for Efficient Supervised Language Annotation with an Explicit Cost-Utility Tradeoff MatthiasSperber,MirjamSimantzik,GrahamNeubig,SatoshiNakamuraandAlexWaibel 11:45–12:10 TheLanguageDemographicsofAmazonMechanicalTurk ElliePavlick,MattPost,AnnIrvine,DmitryKachaevandChrisCallison-Burch 12:10–13:30 Lunchbreak viii Tuesday,June24,2014(continued) Session5A:QuestionAnswering Session5B:InformationExtractionIII Session5C:LexicalSematicsandOntologyI Session5D:Syntax,ParsingandTaggingIV 14:20–14:45 Cross-lingualProjectedExpectationRegularizationforWeaklySupervisedLearning MengqiuWangandChristopherManning Session5E:CognitiveModelingandPsycholinguistics 14:45–15:15 Coffeebreak Session6A:MachineTranslationIII Session6B:LexicalSemanticsandOntologyII Session6C:Generation/Summarization/Dialogue Session6D:NLPApplicationsandNLPEnabledTechnologyI Session6E:LanguageResourcesandEvaluationIII 16:50–19:20 Poster and Dinner Session II: Long Papers, Short Papers and Demonstrations in Grand BallroomI/II/III/IV/V/VI/VII/VIII 19:30–22:00 SocialattheNationalAquariuminBaltimore ix Wednesday,June25,2014 7:30–18:00 Registration 7:30–9:00 Breakfast Bestpapersession 10:15–10:45 Coffeebreak Session7A:MultimodalNLP/LexicalSemantics 10:45–11:10 Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence MdArafatSultan,StevenBethardandTamaraSumner 12:00–12:25 Fromimagedescriptionstovisualdenotations: Newsimilaritymetricsforsemanticinfer- enceovereventdescriptions PeterYoung,AliceLai,MicahHodoshandJuliaHockenmaier Session7B:SemanticsIII Session7C:MachineTranslationIV Session7D:NLPApplicationsandNLPEnabledTechnologyII Session7E:SentimentAnalysisII 10:45–11:10 Senti-LSSVM:Sentiment-OrientedMulti-RelationExtractionwithLatentStructuralSVM LizhenQu,YiZhang,RuiWang,LiliJiang,RainerGemullaandGerhardWeikum 12:25–13:30 Lunchbreak 13:30–15:00 ACLBusinessMeeting x
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