While antonymy represents words which are strongly associated but highly dissimilar to each other, synonymy refers to words that are highly similar in meaning.
this IAA measure has been a common choice in previous data collections in distributional semantics (Padó et al., 2007;Reisinger and Mooney, 2010;Hill et al., 2015).