Erk and Pado 2010
K. Erk and S. Pado: Exemplar-Based Models for Word Meaning In Context. To be presented at ACL 2010, Uppsala.
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.
@InProceedings{erk10:_exemp_based_model_for_word,
author = {Katrin Erk and Sebastian Pad\'o},
title = {Exemplar-Based Models for Word Meaning In Context},
booktitle = {Proceedings of ACL 2010},
year = 2010,
address = {Uppsala, Sweden},
note = {To appear}}