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Conference Papers Year : 2004

Word sense disambiguation criteria: a systematic study

Abstract

This article describes the results of a systematic in-depth study of the criteria used for word sense disambiguation. Our study is based on 60 target words: 20 nouns, 20 adjectives and 20 verbs. Our results are not always in line with some practices in the field. For example, we show that omitting non-content words decreases performance and that bigrams yield better results than unigrams.
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Dates and versions

hal-00009560 , version 1 (05-10-2005)

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Laurent Audibert. Word sense disambiguation criteria: a systematic study. {COLING} 2004: Proceedings of the 20th International Conference on Computational Linguistics, Aug 2004, Genève, Switzerland. pp.910-916. ⟨hal-00009560⟩

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