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Measures of Distributional Similarity (1999)
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by
Lillian Lee
| Venue: | In Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics |
| Citations: | 289 - 2 self |
BibTeX
@INPROCEEDINGS{Lee99measuresof,
author = {Lillian Lee},
title = {Measures of Distributional Similarity},
booktitle = {In Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics},
year = {1999},
pages = {25--32}
}
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Abstract
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.
