Their distributions may well be similar with respect to certain features (namely the ones commonly used in similarity measures), but our goal is to show that it is possible to identify distributional features that allow an automatic distinction between synonyms and antonyms (Hypothesis A).
we expect synonyms to have a higher level of distributional similarity than antonyms (contrary to Mohammad et al.