The frequency associated with a concept is incremented in WordNet each time that concept is observed, as are the counts of the ancestor concepts in the Word-Net hierarchy (for nouns and verbs).
this paper shows that Information Content measures based on modest amounts of unannotated corpora have greater correlation with human similarity judgements than do those based on the largest corpus of sense-tagged text currently available.