We tried to test variations of this measure with our representation, but we were not able to achieve satisfying results.
proximity between word vectors is taken as an index of meaning similarity, and vector cosine is generally adopted to measure such proximity, even though other measures have been proposed (Weeds et al., 2004;Santus et al., 2016).