The underlying hypothesis is that enriching word vector representations with polysemic information should express itself in performance gains in these tasks.
this hypothesis has never been tested directly, and the ability of word similarity tasks to directly benefit from polysemic information must first be validated if they are to serve as genuine evaluation sets in polysemy research.