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dc.contributor.authorYe, Mr. Patricken_US
dc.date.accessioned2014-05-22T10:15:23Z
dc.date.available2014-05-22T10:15:23Z
dc.date.issued2004en_US
dc.date.submitted2004-12-20en_US
dc.identifier.citationYe, Mr. Patrick (2004) Selectional Preferenced Based Verb Sense Disambiguation Using WordNet, in Proceedings, Australasian Language Technology Workshop 2004, Sydney, Australia.en_US
dc.identifier.urihttp://hdl.handle.net/11343/33813
dc.description.abstractSelectional preferences are a source of linguistic information commonly applied to the task of Word Sense Disambiguation (WSD). To date, WSD systems using selectional preferences as the main disambiguation mechanism have achieved limited success. One possible reason for this limitation is the limited number of semantic roles used in the construction of selectional preferences. This study investigates whether better performance can be achieved using the current state-of-art semantic role labelling systems, and explores alternative ways of applying selectional preferences for WSD. In this study, WordNet noun synonym sets and hypernym sets were used in the construction of selectional preferences; Semcor2.0 data was used for the training and evaluation of a support vector machine classifier and a Naive Bayes classifier.en_US
dc.formatapplication/pdfen_US
dc.languageengen_US
dc.relation.isversionofhttp://www.cs.mu.oz.au/~jingy/research/publications.phpen_US
dc.titleSelectional Preferenced Based Verb Sense Disambiguation Using WordNeten_US
dc.typeConference Paperen_US
melbourne.peerreviewPeer Revieweden_US
melbourne.affiliation.departmentEngineering: Department of Computer Science and Software Engineeringen_US
melbourne.publication.statusPublisheden_US
melbourne.source.titleProceedings, Australasian Language Technology Workshop 2004en_US
melbourne.source.pages155-162en_US
melbourne.source.locationconferenceSydney, Australiaen_US
dc.description.sourcedate08/12/2004en_US
melbourne.elementsidNA
melbourne.contributor.authorYE, PATRICK
melbourne.accessrightsOpen Access


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