Annotating Words Using WordNet Semantic Glosses

Julian Szymański; Włodzisław Duch

doi:10.1007/978-3-642-34478-7_23

Annotating Words Using WordNet Semantic Glosses

Abstract

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.

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Category:: Conference activity
Type:: materiały konferencyjne indeksowane w Web of Science
Title of issue:: NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV strony 180 - 187
Language:: English
Publication year:: 2012
Bibliographic description:: Szymański J., Duch W..: Annotating Words Using WordNet Semantic Glosses, W: NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV, 2012, ,.
DOI:: Digital Object Identifier (open in new tab) 10.1007/978-3-642-34478-7_23
Verified by:: Gdańsk University of Technology