While these are efficient at retrieving synonymous words, they fare less well at identifying antonyms as non-similar words, and routinely include them as semantically similar words.
despite the problems resulting from this, there have only been few approaches that explicitly tackle the problem of synonym/antonym distinction, rather than focussing on only synonyms (e.g.