Corpus-driven hyponym acquisition for Turkish language

Basit Öğe Kaydı
dc.authorscopusid23096618000
dc.authorscopusid34978067500
dc.contributor.authorYildirim, S.
dc.contributor.authorYildiz, T.
dc.date.accessioned2024-07-18T20:16:46Z
dc.date.available2024-07-18T20:16:46Z
dc.date.issued2012
dc.description13th Annual Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2012 -- 11 March 2012 through 17 March 2012 -- New Delhi -- 89060en_US
dc.description.abstractIn this study, we propose a method for acquisition of hyponymy relations for the Turkish Language. This integrated method relies on both lexico-syntactic pattern and semantic similarity. Once the model has extracted the items using patterns it applies similarity based elimination of the incorrect ones in order to increase precision. We show that the algorithm based on a particular lexico-syntactic pattern for Turkish language can retrieve many hyponymy relations and also demonstrate that elimination based on semantic similarity gives promising results. We discuss how we measure the similarity between the concepts. The objective is to get better relevance and more precise results. The experiments show that this approach gives successful results with high precision. © 2012 Springer-Verlag.en_US
dc.identifier.doi10.1007/978-3-642-28604-9_3
dc.identifier.endpage41en_US
dc.identifier.isbn9783642286032
dc.identifier.issn0302-9743
dc.identifier.issuePART 1en_US
dc.identifier.scopus2-s2.0-84858330692en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage29en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-642-28604-9_3
dc.identifier.urihttps://hdl.handle.net/11411/6252
dc.identifier.volume7181 LNCSen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartofLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCorpus-Based Methoden_US
dc.subjectHypernym/Hyponymen_US
dc.subjectSemantic Lexiconen_US
dc.subjectSemantic Similarityen_US
dc.subjectCorpus-Based Methodsen_US
dc.subjectHigh Precisionen_US
dc.subjectHypernym/Hyponymen_US
dc.subjectHyponymy Relationen_US
dc.subjectIntegrated Methoden_US
dc.subjectLexico-Syntactic Patternsen_US
dc.subjectSemantic Lexiconen_US
dc.subjectSemantic Similarityen_US
dc.subjectTurkish Languageen_US
dc.subjectComputational Linguisticsen_US
dc.subjectSemanticsen_US
dc.subjectSyntacticsen_US
dc.subjectText Processingen_US
dc.subjectNatural Language Processing Systemsen_US
dc.titleCorpus-driven hyponym acquisition for Turkish languageen_US
dc.typeConference Objecten_US

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