Pattern and Semantic Similarity Based Automatic Extraction of Hyponym-Hypernym Relation from Turkish Corpus

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dc.authoridYildiz, Tugba/0000-0002-8552-2806;
dc.authorwosidYildiz, Tugba/ABC-5958-2020
dc.authorwosidDiri, Banu/O-8533-2016
dc.contributor.authorSahin, Gurkan
dc.contributor.authorDiri, Banu
dc.contributor.authorYildiz, Tugba
dc.date.accessioned2024-07-18T20:52:16Z
dc.date.available2024-07-18T20:52:16Z
dc.date.issued2015
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description23nd Signal Processing and Communications Applications Conference (SIU) -- MAY 16-19, 2015 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractExtraction of semantic relations from various resources (Wikipedia, Web, corpus etc.) is an important issue in natural language processing. In this paper, automatic extraction of hyponym-hypernym pairs from Turkish corpus is aimed. For extraction of hyponym-hypernym pairs, pattern and semantic similarity based methods are used together. Patterns are extracted from initial hyponym-hypernym pairs and using patterns, hyponyms are extracted for various hypernyms. Incorrect candidate hyponyms are removed using document frequency and semantic similarity based elimination methods. After experiments for 14 hypernyms, average accuracy of 77% was obtained.en_US
dc.description.sponsorshipDept Comp Engn & Elect & Elect Engn,Elect & Elect Engn,Bilkent Univen_US
dc.identifier.endpage677en_US
dc.identifier.isbn978-1-4673-7386-9
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-84939188846en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage674en_US
dc.identifier.urihttps://hdl.handle.net/11411/8603
dc.identifier.wosWOS:000380500900148en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIEEEen_US
dc.relation.ispartof2015 23rd Signal Processing and Communications Applications Conference (Siu)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectPattern Based Approachen_US
dc.subjectHyponym-Hypernym Relationen_US
dc.subjectSemantic Similarityen_US
dc.subjectAssociation Measureen_US
dc.titlePattern and Semantic Similarity Based Automatic Extraction of Hyponym-Hypernym Relation from Turkish Corpusen_US
dc.typeConference Objecten_US

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