Modeling Contrasting Meaning Automatically detecting contrasting meaning has been studied in earlier work such as (Lin and Zhao, 2003;Mohammad et al., 2008;Mohammad et al., 2013).
as far as the embedding-based methods are concerned, PILSA (Yih et al., 2012) made a progress in achieving one of the best results, by priming LSA to encode contrasting meaning.