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A free/open-source hybrid morphological disambiguation tool for Kazakh

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dc.contributor.author Assylbekov, Zhenisbek
dc.contributor.author Washington, Jonathan
dc.contributor.author Tyers, Francis
dc.contributor.author Nurkas, Assulan
dc.contributor.author Sundetova, Aida
dc.contributor.author Karibayeva, Aidana
dc.contributor.author Abduali, Balzhan
dc.contributor.author Amirova, Dina
dc.date.accessioned 2016-09-05T04:16:09Z
dc.date.available 2016-09-05T04:16:09Z
dc.date.issued 2016-04
dc.identifier.citation Assylbekov, Zhenisbek; North, Jonathan; Tyers, Francis; Nurkas, Assulan; Sundetova, Aida; Karibayeva, Aidana; Abduali, Balzhan; Amirova, Dina. (2016). A free/open-source hybrid morphological disambiguation tool for Kazakh.; Conference Paper. ru_RU
dc.identifier.uri http://nur.nu.edu.kz/handle/123456789/1692
dc.description.abstract This paper presents the results of developing a morphological disambiguation tool for Kazakh. Starting with a previously developed rule-based approach, we tried to cope with the complex morphology of Kazakh by breaking up lexical forms across their derivational boundaries into inflectional groups and modeling their behavior with statistical methods. A hybrid rule-based/statistical approach appears to benefit morphological disambiguation demonstrating a per-token accuracy of 91% in running text. ru_RU
dc.language.iso en ru_RU
dc.publisher DOI: 10.13140/RG.2.2.12467.43045 ru_RU
dc.rights Attribution-NonCommercial-ShareAlike 3.0 United States *
dc.rights.uri http://creativecommons.org/licenses/by-nc-sa/3.0/us/ *
dc.subject open-source ru_RU
dc.subject morphological disambiguation ru_RU
dc.subject hybrid morphological disambiguation tool ru_RU
dc.subject tool for Kazakh ru_RU
dc.subject Research Subject Categories::MATHEMATICS ru_RU
dc.title A free/open-source hybrid morphological disambiguation tool for Kazakh ru_RU
dc.type Conference Paper ru_RU
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Attribution-NonCommercial-ShareAlike 3.0 United States Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 3.0 United States