Unsupervised approach for selecting the predominant synset from WordNet for instances of ambiguous words.
An auxiliary corpus is generated from the test corpus by using information from the Web.
Lexical information (neighbors of ambiguous words) is obtained from the test corpus.
Semantic information (dependency relations) is obtained from the auxiliary corpus.