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Annotating words using wordnet semantic glosses
Abstract An approach to the word sense disambiguatiAn approach to the word sense disambiguation (WSD) relaying on the WordNet synsets is proposed. The method uses semantically tagged glosses to perform a process similar to the spreading activation in semantic network, creating ranking of the most probable meanings for word annotation. Preliminary evaluation shows quite promising results. Comparison with the state-of-the-art WSD methods indicates that the use of WordNet relations and semantically tagged glosses should enhance accuracy of word disambiguation methods.e accuracy of word disambiguation methods.
Abstractsub An approach to the word sense disambiguatiAn approach to the word sense disambiguation (WSD) relaying on the WordNet synsets is proposed. The method uses semantically tagged glosses to perform a process similar to the spreading activation in semantic network, creating ranking of the most probable meanings for word annotation. Preliminary evaluation shows quite promising results. Comparison with the state-of-the-art WSD methods indicates that the use of WordNet relations and semantically tagged glosses should enhance accuracy of word disambiguation methods.e accuracy of word disambiguation methods.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-34478-7_23  +
Has author Szymanski J. + , Duch W. +
Has extra keyword Natural Language Processing + , Wikipedia + , Word Sense Disambiguation + , Wordnet + , WSD + , Data processing + , Semantics + , Ontology +
Has keyword Natural Language Processing + , Wikipedia + , Word Sense Disambiguation + , Wordnet + , WSD +
Isbn 9783642344770  +
Issue PART 4  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 180–187  +
Published in Lecture Notes in Computer Science +
Title Annotating words using wordnet semantic glosses +
Type conference paper  +
Volume 7666 LNCS  +
Year 2012 +
Creation dateThis property is a special property in this wiki. 6 November 2014 18:28:41  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 18:28:41  +
DateThis property is a special property in this wiki. 2012  +
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