Hand crafted lexical databases, such as Word-Net (Miller, 1995), have been built and maintained to be used in NLP and other fields containing antonyms, synonyms and other lexical semantic relations.
its construction and maintenance takes a considerable human effort and it is difficult to achieve a broad coverage.