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1、TheDeepThoughtCoreArchitectureFrameworkUlrichCallmeier1,AndreasEisele1,UlrichSchäfer2,MelanieSiegel112ComputationalLinguisticsDepartmentLanguageTechnologyLabSaarlandUniversityGermanResearchCenterforArtificialIntelligence(DFKIGmbH)P.O.Box151150Stuhlsatzenhauswe
2、g3D-66041Saarbrücken,GermanyD-66123Saarbrücken,Germany{uc,eisele,siegel}@coli.uni-sb.deulrich.schaefer@dfki.deAbstractTheresearchperformedintheDeepThoughtprojectaimsatdemonstratingthepotentialofdeeplinguisticprocessingifcombinedwithshallowmethodsforrobustness.
3、Classicalinformationretrievalisextendedbyhighprecisionconceptindexingandrelationdetection.Onthebasisofthisapproach,thefeasibilityofthreeambitiousapplicationswillbedemonstrated,namely:preciseinformationextractionforbusinessintelligence;emailresponsemanagementfo
4、rcustomerrelationshipmanagement;creativitysupportfordocumentproductionandcollectivebrainstorming.Commontotheseapplications,andthebasisfortheirdevelopmentistheXML-based,RMRS-enabledcorearchitectureframeworkthatwillbedescribedindetailinthispaper.Theframeworkisno
5、tlimitedtotheapplicationsenvisagedintheDeepThoughtproject,butcanalsobeemployede.g.togenerateandmakeuseofXMLstandoffannotationofdocumentsandlinguisticcorpora,andingeneralforawiderangeofNLP-basedapplicationsandresearchpurposes.Introductionmodules)canbeguaranteed
6、alsoformodulesofdifferentThechallengesoftheknowledgesocietycannotbemetgranularityofprocessing.withoutgettingatthecontentsofthevastvolumeofRMRS(robustminimalrecursionsemantics;Copestakedigitalinformation.Theconceptofasemanticwebisa2003)hasbeenchosenasthecommoni
7、nterchangeformat.viablevision;hoping,however,thatthesemanticThebasicideaistoviewtheinformationmodules,e.g.astructuringofsuchlargevolumesofunstructuredPoStagger,deliverasanunderspecifiedformoftheinformationcanbeachievedbyhumanauthorsoreditors,semanticsthatdeepl
8、inguisticparsingdelivers.israthernaive.ItisthereforenecessarytofindsolutionsTheDeepThoughtcorearchitectureframework“Heartoffornaturallanguageprocessingthatontheonehand,Gold”(HoG)pr
