TACL Paers at ACL 2014

254 Pages·2014·8.86 MB·English

ACL 2014
52nd Annual Meeting of the
Association for Computational Linguistics
TACL Papers
June 23-25, 2014
Baltimore, Maryland, USA
(cid:13)c 2014TheAssociationforComputationalLinguistics
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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
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Fromimagedescriptionstovisualdenotations: Newsimilaritymetricsforsemanticinferenceoverevent
descriptions
PeterYoung,AliceLai,MicahHodoshandJuliaHockenmaier.............................217
Senti-LSSVM:Sentiment-OrientedMulti-RelationExtractionwithLatentStructuralSVM
LizhenQu,YiZhang,RuiWang,LiliJiang,RainerGemullaandGerhardWeikum...........229
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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
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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
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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
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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
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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
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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
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