Robust Handling of Polysemy via Sparse Representations

Abhijit Mahabal, Dan Roth, Sid Mittal

Words are polysemous and multi-faceted, with many shades of meanings. We suggest that sparse distributed representations are more suitable than other, commonly used, (dense) repres…