Furthermore, note that while we report the performance of our embeddings on the word similarity tasks for completeness, there has been a substantial discussion on seeking alternative ways to quantify embedding quality with the focus on their purpose in downstream applications Faruqui et al., 2016).
in the remainder of this paper we explore the usefulness of supersense embeddings in text classification tasks.