31 r For low frequency nouns in SemCor, the method, using any combination of automatically acquired thesaurus and semantic similarity score that we tried, produces more accurate predominant sense information than SemCor.
for nouns with a frequency of five or less (12.9% of the polysemous nouns in the Senseval-2 data) it outperforms the SemCor first sense heuristic.