Word sense disambiguation criteria: a systematic study

Details Word sense disambiguation criteria: a systematic study Word sense disambiguation criteria: a systematic study

2005-10-05

arxiv.org/abs/cs/0510015v1

20th International Conference on Computational Linguistics (COLING-2004) (2004) pp. 910-916

Computer Science

Computation and Language

Scientific paper

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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