Measures of Distributional Similarity

Details Measures of Distributional Similarity Measures of Distributional Similarity

2000-01-18

arxiv.org/abs/cs/0001012v1

37th Annual Meeting of the ACL, 1999, pp. 25-32

Computer Science

Computation and Language

9 pages, 3 figures

Scientific paper

We study distributional similarity measures for the purpose of improving probability estimation for unseen cooccurrences. Our contributions are three-fold: an empirical comparison of a broad range of measures; a classification of similarity functions based on the information that they incorporate; and the introduction of a novel function that is superior at evaluating potential proxy distributions.

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