Annotating Words Using WordNet Semantic Glosses

dc.contributor.authorDuch, Włodzisław
dc.contributor.authorSzymański, Julian
dc.date.accessioned2012-12-14T08:53:04Z
dc.date.available2012-12-14T08:53:04Z
dc.date.issued2012
dc.description.abstractAn 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-theart WSD methods indicates that the use of WordNet relations and semantically tagged glosses should enhance accuracy of word disambiguation methods.pl
dc.identifier.citationNeural Information Processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV, pp. 180-187pl
dc.identifier.isbn978-3-642-34477-0
dc.identifier.urihttp://repozytorium.umk.pl/handle/item/219
dc.language.isoengpl
dc.publisherSpringerpl
dc.relation.ispartofseriesLecture Notes in Computer Science;7666
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.subjectWord Sense Disambiguationpl
dc.subjectWSDpl
dc.subjectWordNetpl
dc.subjectWikipediapl
dc.subjectNLPpl
dc.titleAnnotating Words Using WordNet Semantic Glossespl
dc.typeinfo:eu-repo/semantics/articlepl

Files

Original bundle

Loading...
Thumbnail Image
Name:
12-Wordnet-glosses.pdf
Size:
155.1 KB
Format:
Adobe Portable Document Format

License bundle

Loading...
Thumbnail Image
Name:
license.txt
Size:
1.35 KB
Format:
Item-specific license agreed upon to submission
Description: