[PDF][PDF] Exemplar-based models for word meaning in context
This paper describes ongoing work on distributional models for word meaning in context.
We abandon the usual one-vectorper-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.
We abandon the usual one-vectorper-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.
Abstract
This paper describes ongoing work on distributional models for word meaning in context. We abandon the usual one-vectorper-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.
aclanthology.org
Showing the best result for this search. See all results