An approach to the word sense disambiguation (WSD) relaying onthe 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.
Authors
- dr hab. inż. Julian Szymański link open in new tab ,
- Włodzisław Duch
Additional information
- DOI
- Digital Object Identifier link open in new tab 10.1007/978-3-642-34478-7_23
- Category
- Aktywność konferencyjna
- Type
- materiały konferencyjne indeksowane w Web of Science
- Language
- angielski
- Publication year
- 2012
Source: MOSTWiedzy.pl - publication "Annotating Words Using WordNet Semantic Glosses" link open in new tab
