Embeddings identify words that share context in an unsupervised, scalable way and are more efficient than constructing co-occurrence matrices (Biran et al., 2011).
we created an antonym set consisting of the 304 terms from the biology, chemistry, and physics categories in Wictionary for which at least one antonym is listed in WordNik.