Several works such as Hatzivassiloglou and McKeown (1997), Turney and Littman (2003), Kim and Hovy (2004), Strapparava and Valitutti (2004), and Peng and Park (2011) have tackled automatic lexicon expansion or acquistion.
in most such work, the lexicons are word-level rather than sense-level.