As most errors were attributable to the hyponomy structure of WORDNET, incorporating the novel use of topic modeling presented here with a more mature unsupervised WSD algorithm to replace the underlying WORDNET-WALK could lead to advances in stateof-the-art unsupervised WSD accuracy.
word sense disambiguation (wSD) is the task of determining the meaning of an ambiguous word in its context.