Paper: Exemplar-Based Models for Word Meaning in Context

ACL ID P10-2017
Title Exemplar-Based Models for Word Meaning in Context
Venue Annual Meeting of the Association of Computational Linguistics
Session Short Paper
Year 2010
Authors

This paper describes ongoing work on dis- tributional models for word meaning in context. We abandon the usual one-vector- per-word paradigm in favor of an exemplar model that activates only relevant occur- rences. On a paraphrasing task, we find that a simple exemplar model outperforms more complex state-of-the-art models.