Impact of feature selection for corpus-based WSD in Turkish

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dc.contributor.authorOrhan Z.
dc.contributor.authorAltan Z.
dc.date.accessioned2024-07-12T22:02:22Z
dc.date.available2024-07-12T22:02:22Z
dc.date.issued2006en_US
dc.departmentMaltepe Üniversitesi, Rektörlüken_US
dc.description5th Mexican International Conference on Artificial Intelligence, MICAI 2006: Advances in Artificial Intelligence -- 13 November 2006 through 17 November 2006 -- Apizaco -- 68895en_US
dc.description.abstractWord sense disambiguation (WSD) is an important intermediate stage for many natural language processing applications, The senses of an ambiguous word are the classification of usages for that word. WSD is basically a mapping function from a context to a set of applicable senses depending on various parameters. Resource selection, determination of senses for ambiguous words, decision of effective features, algorithms, and evaluation criteria are the major issues in a WSD system, This paper deals with the feature selection strategies for word sense disambiguation task in Turkish language, There are many different features that can contribute to the meaning of a word. These features can vary according to the metaphorical usages, POS of the word, pragmatics, etc, The observations indicated that detecting the critical features can contribute much than the learning methodologies. © Springer-Verlag Berlin Heidelberg 2006.en_US
dc.identifier.endpage878en_US
dc.identifier.isbn3540490264; 9783540490265
dc.identifier.issn0302-9743
dc.identifier.scopus2-s2.0-33845951938en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage868en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12415/9136
dc.identifier.volume4293 LNAIen_US
dc.identifier.wosWOS:000244587700083en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
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.snmzKY08238
dc.titleImpact of feature selection for corpus-based WSD in Turkishen_US
dc.typeConference Object
dspace.entity.typePublication

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