To this end, various sense-specific word embeddings have been proposed to account for the contextual subtlety of language (Reisinger and Mooney, 2010b,a;<cite> Huang et al., 2012</cite>; Neelakantan et al., 2015; Tian et al., 2014; Li and Jurafsky, 2015; Arora et al., 2016) .