Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/92286
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dc.contributor.authorTanaka, Takaakien
dc.contributor.authorBond, Francisen
dc.contributor.authorBaldwin, Timothyen
dc.contributor.authorFujita, Sanaeen
dc.contributor.authorHashimoto, Chikaraen
dc.date.accessioned2010-10-26T09:25:25Zen
dc.date.accessioned2019-12-06T18:20:42Z-
dc.date.available2010-10-26T09:25:25Zen
dc.date.available2019-12-06T18:20:42Z-
dc.date.copyright2007en
dc.date.issued2007en
dc.identifier.citationTanaka, T., Bond, F., Baldwin, T., Fujita, S., & Hashimoto, C. (2007). Word sense disambiguation incorporating lexical and structural semantic information. Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)en
dc.identifier.urihttps://hdl.handle.net/10356/92286-
dc.identifier.urihttp://hdl.handle.net/10220/6449en
dc.description.abstractWe present results that show that incorporating lexical and structural semantic information is effective for word sense disambiguation. We evaluated the method by using precise information from a large treebank and an ontology automatically created from dictionary sentences. Exploiting rich semantic and structural information improves precision 2–3%. The most gains are seen with verbs, with an improvement of 5.7% over a model using only bag of words and n-gram features.en
dc.format.extent10 p.en
dc.language.isoenen
dc.rights© 2007 ACL This is the author created version of a work that has been peer reviewed and accepted for publication by Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), 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/D/D07/D07-1050.pdf].en
dc.subjectDRNTU::Humanities::Language::Japaneseen
dc.subjectDRNTU::Humanities::Linguistics::Sociolinguistics::Computational linguisticsen
dc.titleWord sense disambiguation incorporating lexical and structural semantic informationen
dc.typeConference Paperen
dc.contributor.schoolSchool of Humanities and Social Sciencesen
dc.contributor.conferenceJoint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (2007 : Prague)en
dc.description.versionAccepted versionen
dc.identifier.rims155517en
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