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1、Data-IntensiveTextProcessingwithMapReduceSynthesisLecturesonHumanLanguageTechnologiesEditorGraemeHirst,UniversityofTorontoSynthesisLecturesonHumanLanguageTechnologiesiseditedbyGraemeHirstoftheUniversityofToronto.Theseriesconsistsof50-to150-pagemonographsontopicsrelatingtonaturallanguage
2、processing,computationallinguistics,informationretrieval,andspokenlanguageunderstanding.Emphasisisonimportantnewtechniques,onnewapplications,andontopicsthatcombinetwoormoreHLTsubfields.Data-IntensiveTextProcessingwithMapReduceJimmyLinandChrisDyer2010SemanticRoleLabelingMarthaPalmer,Danie
3、lGildea,andNianwenXue2010SpokenDialogueSystemsKristiinaJokinenandMichaelMcTear2009IntroductiontoChineseNaturalLanguageProcessingKam-FaiWong,WenjieLi,RuifengXu,andZheng-shengZhang2009IntroductiontoLinguisticAnnotationandTextAnalyticsGrahamWilcock2009DependencyParsingSandraKübler,RyanMcDo
4、nald,andJoakimNivre2009StatisticalLanguageModelsforInformationRetrievalChengXiangZhai2008Copyright©2010byMorgan&ClaypoolAllrightsreserved.Nopartofthispublicationmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeanselectronic,mechanical,photocopy,recording,oranyothe
5、rexceptforbriefquotationsinprintedreviews,withoutthepriorpermissionofthepublisher.Data-IntensiveTextProcessingwithMapReduceJimmyLinandChrisDyerwww.morganclaypool.comISBN:9781608453429paperbackISBN:9781608453436ebookDOI10.2200/S00274ED1V01Y201006HLT007APublicationintheMorgan&ClaypoolPubl
6、ishersseriesSYNTHESISLECTURESONHUMANLANGUAGETECHNOLOGIESLecture#7SeriesEditor:GraemeHirst,UniversityofTorontoSeriesISSNSynthesisLecturesonHumanLanguageTechnologiesPrint1947-4040Electronic1947-4059Data-IntensiveTextProcessingwithMapReduceJimmyLinandChrisDyerUniversityofMarylandSYNTHESISL
7、ECTURESONHUMANLANGUAGETECHNOLOGIES#7MMorgan&cLaypoolpublishers&CABSTRACTOurworldisbeingrevolutionizedbydata-drivenmethods:accesstolargeamountsofdatahasgen-eratednewinsightsandopenedexcitingnewopportunitiesincommerce,science,andcomputingapplications.Processingtheenormousquantiti
