Using the distributional hypothesis of antonyms, we claim that the degree of antonymy between two contrasting concepts (thesaurus categories) is directly proportional to the distributional closeness of the two concepts.
the more the words representing two contrasting concepts occur in similar contexts, the more the two concepts are considered to be antonymous.