The antonym pairs in column 2 were derived from the corresponding paraphrase pairs in column 1. such as hypernyms, holonyms, meronyms, and near-synonyms also tend to occur together more often than chance.
separating antonyms from pairs linked by other relationships has proven to be difficult.