Many works in the literature (Kozareva and Hovy, 2010;Navigli et al., 2011;Wentao et al., 2012) attempted to manually find these contextual patterns, or automatically learn them.
due to the wide range of complex linguistic structures, it is difficult to discover all possible contextual patterns between hypernyms and hyponyms in order to detect taxonomic relations effectively.