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1、万方数据ThesisforMaster’Sdegree，ShanxiUniversity,2012AutomaticLabelingofChineseFrameSemanticRolesbasedontheDependencyFeaturesStudentNameZhi—qiangWangSupervisorProf．RuLiMajorSpecialtyComputersoftwareandtheoryChineseInformationProcessingDepartmentSchoolofComputer&InformationTechnologyRe

2、searchDuration2009．09—2012．06June，2012万方数据目录一一中文摘要⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯。⋯⋯⋯⋯⋯⋯矗三==：=：⋯．．．I万方数据致谢⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．．35个人简况及联系方式⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯一37承诺书⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯39学位论文使用授权声明⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．．41万方数据ContentsChineseAbstract⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯

3、⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．IChapterlIntroduction⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．11．1Researchbackgroundandsignificance．⋯⋯．⋯．⋯⋯．⋯．⋯⋯⋯⋯．⋯⋯⋯．⋯⋯．⋯．⋯．11．2Currentstatusofsemanticrolelabeling⋯．．．⋯．⋯⋯⋯．⋯．⋯⋯⋯．．⋯．⋯⋯⋯．⋯．⋯⋯．21．3Researchcontentsandorganizationalstructure⋯．⋯．⋯⋯⋯⋯⋯⋯⋯⋯⋯．⋯⋯．⋯．．5Chapter2Rela

4、tedconceptsandtaskdescriptionofChineseFrameSRL⋯．⋯⋯．⋯72．1ChineseFrameNet⋯．．⋯．⋯．⋯⋯⋯⋯．⋯⋯．⋯⋯．⋯．⋯．⋯．．⋯．⋯⋯⋯．⋯⋯⋯⋯⋯．⋯．⋯．．．72．2TaskdescriptionofChineseFrameSRL．⋯．⋯．⋯⋯⋯．⋯．⋯．⋯⋯⋯⋯．⋯⋯⋯．⋯⋯．102．3Chapterconclusion⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯12Chapter3ModelandfeatureselectionaboutChineseFrameSRL

5、．．．．．．．．．．．．．．．．．．．．．．．133．1T诧eStructuredConditionalRandomFields⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯133．2TheselectionofbaselinefeatureandTemplateSettings．⋯．⋯⋯⋯⋯．⋯⋯．⋯⋯．133．3TheselectionofinterdependentfeatureandTemplateSettings．．．．．．．．．．．．．．．．．．．．．．163．4Chapterconclusion．．⋯．⋯．⋯．⋯．⋯⋯⋯．⋯⋯．⋯．．⋯⋯．⋯⋯．．⋯．⋯

6、⋯⋯⋯⋯⋯．⋯⋯．．⋯．19Chapter4ExperimentsandresuRanalysis．⋯⋯⋯⋯⋯．⋯．⋯⋯．⋯．⋯⋯⋯．⋯⋯⋯⋯．⋯⋯．214．1Experimentalcorpussourcesandpretreatrnent⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．．214．1．1Experimentalcorpussources．⋯⋯⋯．⋯．⋯．⋯⋯⋯．．⋯⋯⋯⋯⋯⋯⋯⋯⋯．⋯．⋯214．1．2Experimentalcorpuspretreatment⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯．．214．2Experimentalresultsofe

7、valuationindicators．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．．214．3Experimentalresultsandanalysis⋯．⋯．⋯⋯⋯．．⋯⋯．⋯⋯．⋯．⋯⋯⋯⋯．⋯⋯⋯．⋯⋯．224．3，1Thecontributionofthedifferentdependencyfeatures．．．．．．．．．．．．．．．．．．．．．．．．．224．3．2EffectsofDependencyfeaturesondifferentlengthsemanticroles⋯．．．23

8、4．3．3FrameSemanticRoleLabelingres