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Identifying synonyms among distributionally similar words

Published 9 August 2003
Dekang Lin, Shaojun Zhao, Lijuan Qin, Ming Zhou
Citations207

TL;DR

This work presents two methods for identifying synonyms among distributionally similar words and presents two approaches to compute similarities between words based on their distributions in contexts.

Abstract

There have been many proposals to compute similarities between words based on their distributions in contexts. However, these approaches do not distinguish between synonyms and antonyms. We present two methods for identifying synonyms among distributionally similar words. 1

Keywords

Computer Science