Rule-based chunking of semantic roles for Turkish

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dc.contributor.advisorSolak, Ercanen_US
dc.contributor.authorErkoç, Barış Canen_US
dc.contributor.otherIşık Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Yüksek Lisans Programıen_US
dc.date.accessioned2019-09-24T02:47:09Z
dc.date.available2019-09-24T02:47:09Z
dc.date.issued2018-01-24
dc.departmentIşık Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Yüksek Lisans Programıen_US
dc.descriptionText in English ; Abstract: Englishen_US
dc.descriptionIncludes bibliographical references (leaves 44-47)en_US
dc.descriptionviii, 47 leavesen_US
dc.description.abstractIn our work, we approached to semantic role labeling from a different angle. Contrary to related works, which focused on determining single role like noun phrase or predicate, we worked on all of the roles. We claim that, morphological analysis of a word and its context can be useful for semantic role labeling task. For that, we first determine the possible semantic chunk boundaries by examining the morphological analysis of words and their contexts. For further improvement in determining the boundaries, we do the first process with the combination of the morphological analysis and the boundary output from the first pass. We use these boundaries to create semantic chunks and labeled them according to their content.en_US
dc.description.tableofcontentsGeneral Chunking and Dependency Parsingen_US
dc.description.tableofcontentsSemantic Role Labellingen_US
dc.description.tableofcontentsTurkish Dependency Parsingen_US
dc.description.tableofcontentsTurkish Semantic Role Labellingen_US
dc.description.tableofcontentsApproachen_US
dc.description.tableofcontentsData Preparationen_US
dc.description.tableofcontentsCorpusen_US
dc.description.tableofcontentsModificationsen_US
dc.description.tableofcontentsMorphological Analysisen_US
dc.description.tableofcontentsToolen_US
dc.description.tableofcontentsManual Labellingen_US
dc.description.tableofcontentsSemantic Chunksen_US
dc.description.tableofcontentsSubjecten_US
dc.description.tableofcontentsDirect Objecten_US
dc.description.tableofcontentsIndirect Objecten_US
dc.description.tableofcontentsPredicateen_US
dc.description.tableofcontentsAdjuncten_US
dc.description.tableofcontentsRulesen_US
dc.description.tableofcontentsEvaluationen_US
dc.description.tableofcontentsRule Performanceen_US
dc.description.tableofcontentsDetermining the Semantic Chunk Boundariesen_US
dc.description.tableofcontentsRule Selectionen_US
dc.identifier.citationErkoç, B. C., (2018). Rule-based chunking of semantic roles for turkish. İstanbul: Işık Üniversitesi Fen Bilimleri Enstitüsü.en_US
dc.identifier.urihttps://hdl.handle.net/11729/2154
dc.institutionauthorErkoç, Barış Canen_US
dc.language.isoenen_US
dc.publisherIşık Üniversitesien_US
dc.relation.publicationcategoryTezen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subject.lccP325 .E75 2018
dc.subject.lcshSemantics -- Turkish literature.en_US
dc.subject.lcshLanguage and languages.en_US
dc.subject.lcshComputational linguistics.en_US
dc.subject.lcshNatural language processing (Computer science)en_US
dc.subject.lcshParsing (Computer grammar)en_US
dc.subject.lcshDependency grammar -- Case studies.en_US
dc.subject.lcshGrammar, Comparative and general -- Morphology.en_US
dc.subject.lcshGrammar, Comparative and general -- Syntax.en_US
dc.subject.lcshWord order.en_US
dc.titleRule-based chunking of semantic roles for Turkishen_US
dc.title.alternativeTürkçe için semantik rollerin kural bazlı bölümlenmesien_US
dc.typeMaster Thesisen_US
dspace.entity.typePublication

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