We utilized the labeled antonym relations to obtain more contrasting pairs under the contrast hypothesis (Mohammad et al., 2013), by assuming a contrasting pair is related to a pair of opposites (antonyms here).
in WordNet, we consider the word pairs with relations other than antonym as semantically close.