Lexical Issues in Natural Language Processing

Lexical Issues in Natural Language Processing

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时间:2019-05-27

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1、LexicalIssuesinNaturalLanguageProcessingTedBriscoeUniversityofCambridgeComputerLaboratoryNewMuseumsSite,PembrokeStreet,Cambridge,CB23QG,UKNovember1991(inE.KleinandF.Veltman(eds.),NaturalLanguageandSpeech,Springer-Verlag,1991)ESPRITBRA-3030ACQUILEXWorkingPaperNo041LexicalI

2、ssuesinNaturalLanguageProcessingTedBriscoeComputerLaboratory,UniversityofCambridgePembrokeStreet,Cambridge,CB23QG,UKejb@cl.cam.ac.uk1IntroductionInthispaper,Iwillbrie ydescribetheroleofthelexiconinnaturallanguageprocessing(NLP)applicationsandwillgoontodiscussanumberofissu

3、esinlexicalresearchandinthedesignandconstructionoflexiconsforpracticalNLPapplications.IwillsurveyrelevantresearchinEurope,AmericaandJapan;however,inapaperofthislengthitisnotpossibletoconsidereveryinstanceofaparticularapproach,soneitherthetextnorreferencesshouldbetakentobe

4、exhaustive.Inrecentyears,thelexiconhasbecomethefocusofconsiderableresearchin(computational)linguistictheoryandNLP;thereasonsforthistrendareboththeoreticalandpractical.Withinlinguistics,theroleofthelexiconhasincreasedasmoreandmorelinguisticgeneralisationshavebeenseentohave

5、alexicaldimension.WithinNLP,thelexiconhasincreasinglybecomethechief`bottleneck'intheproductionofhabitableNLPsystemso eringanadequatevocabularyfortheintendedapplication.Thishasledtotheuseofmachine-readableversionsofconventionaldic-1tionariesinanattempttodevelopsubstantiall

6、exiconsforNLPinaresourceecientfashion.Atthesametime,dictionarypublishersandlexicographershaverealisedthepotentialbene tsofinformationtechnologyinthedictionaryproductionprocessandalsothepotentialnewmarketsfortheirproductsthatmightbecreatedbycommercialdevelopmentoflanguage

7、technologies.Thislatterpossibilitycreatestheveryexcitingopportunityforcollaborativeresearchanddevelopmentbetweentheseapparentlyratherdisparatecommunitieswhich,Ibelieve,wouldsubstantiallyre-movetheexistingbottleneckforNLPsystemsandwouldprovideamajorimpetustotheoreticalrese

8、archonthelexicon.Inthenextsection,Ireviewrelevantresearchinrecentlinguistictheoryanddescribetheh

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