Because a word maps to multiple sense vectors in this scenario, standard cosine similarity computations alone are not applicable anymore, we thus test a number of sense-aware comparison methodologies based on cosine similarity.
for word pairs involving minor/rare senses, we expect improvements in the sense-aware setting as the influence of the dominating major sense is diminished.