Exemplar-Based Models for Word Meaning In Context
Katrin Erk and Sebastian Pado
In: ACL 2010, Uppsala, Sweden(2010).

Abstract

This paper describes ongoing work on distributional 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 occurrences. On a paraphrasing task, we find that a simple exemplar model outperforms more complex state-of-the-art models.

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