Constructing a WordNet for Turkish using manual and automatic annotation

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dc.authorid0000-0002-8448-9987
dc.authorid0000-0001-5838-4615
dc.contributor.authorEhsani, Raziehen_US
dc.contributor.authorSolak, Ercanen_US
dc.contributor.authorYıldız, Olcay Taneren_US
dc.date.accessioned2018-06-19T08:06:18Z
dc.date.available2018-06-19T08:06:18Z
dc.date.issued2018-05
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Computer Engineeringen_US
dc.description.abstractIn this article, we summarize the methodology and the results of our 2-year-long efforts to construct a comprehensive WordNet for Turkish. In our approach, we mine a dictionary for synonym candidate pairs and manually mark the senses in which the candidates are synonymous. We marked every pair twice by different human annotators. We derive the synsets by finding the connected components of the graph whose edges are synonym senses. We also mined Turkish Wikipedia for hypernym relations among the senses. We analyzed the resulting WordNet to highlight the difficulties brought about by the dictionary construction methods of lexicographers. After splitting the unusually large synsets, we used random walk-based clustering that resulted in a Zipfian distribution of synset sizes. We compared our results to BalkaNet and automatic thesaurus construction methods using variation of information metric. Our Turkish WordNet is available online.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationEhsani, R., Solak, E. & Yıldız, O. T. (2018). Constructing a WordNet for turkish using manual and automatic annotation. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 17(3), 1-15. doi:10.1145/3185664en_US
dc.identifier.doi10.1145/3185664
dc.identifier.endpage15
dc.identifier.issn2375-4699
dc.identifier.issn2375-4702
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85060634808
dc.identifier.scopusqualityQ2
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/1304
dc.identifier.urihttp://dx.doi.org/10.1145/3185664
dc.identifier.volume17
dc.identifier.wosWOS:000433090800011
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorEhsani, Raziehen_US
dc.institutionauthorSolak, Ercanen_US
dc.institutionauthorYıldız, Olcay Taneren_US
dc.institutionauthorid0000-0002-8448-9987
dc.institutionauthorid0000-0001-5838-4615
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherAssoc Computing Machineryen_US
dc.relation.ispartofAcm Transactions On Asian And Low-Resource Language İnformation Processingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectWordNeten_US
dc.subjectSynseten_US
dc.subjectTurkishen_US
dc.titleConstructing a WordNet for Turkish using manual and automatic annotationen_US
dc.typeArticleen_US
dspace.entity.typePublication

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