K. Erk and S. Pado: Exemplar-Based Models for Word Meaning In Context. 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}}