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MRD-based word sense disambiguation : further extending lesk

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MRD-based word sense disambiguation : further extending lesk

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dc.contributor.author Baldwin, Timothy
dc.contributor.author Su, Nam Kim
dc.contributor.author Bond, Francis
dc.contributor.author Fujita, Sanae
dc.contributor.author Martinez, David
dc.contributor.author Tanaka, Takaaki
dc.date.accessioned 2010-10-26T03:10:23Z
dc.date.available 2010-10-26T03:10:23Z
dc.date.copyright 2008
dc.date.issued 2010-10-26T03:10:23Z
dc.identifier.citation Baldwin, T., Su, N. K., Bond, F., Fujita, S., Martinez, D., & Tanaka, T. (2008). MRD-based word sense disambiguation : further extending lesk. Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008) pp.775-780.
dc.identifier.uri http://hdl.handle.net/10220/6447
dc.description.abstract This paper reconsiders the task of MRD-based word sense disambiguation, in extending the basic Lesk algorithm to investigate the impact on WSD performance of different tokenisation schemes, scoring mechanisms, methods of gloss extension and filtering methods. In experimentation over the Lexeed Sensebank and the Japanese Senseval-2 dictionary task, we demonstrate that character bigrams with sense-sensitive gloss extension over hyponyms and hypernyms enhances WSD performance.
dc.format.extent 7 p.
dc.language.iso en
dc.rights © 2008 ACL This is the author created version of a work that has been peer reviewed and accepted for publication by Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), Association for Computational Linguistics. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [URL: http://www.aclweb.org/anthology-new/I/I08/I08-2108.pdf].
dc.subject DRNTU::Humanities::Language::Japanese
dc.subject DRNTU::Humanities::Linguistics::Sociolinguistics::Computational linguistics
dc.title MRD-based word sense disambiguation : further extending lesk
dc.type Conference Paper
dc.contributor.conference International Joint Conference on Natural Language Processing (3rd : 2008 : Hyderabad, India)
dc.contributor.school College of Humanities, Arts, and Social Sciences
dc.identifier.openurl http://aclweb.org/mirror/ijcnlp08/program.htm
dc.description.version Accepted version
dc.identifier.rims 155510

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