Finally, for each complex word and the contexts where it appears, we select as simpler synonyms the three most frequent ones that belong to the sense that appears most frequently for the n-gram corresponding to that (word,context) pair.
to disambiguate the sense, CASSA uses the context where the target word appears in the n-grams corpus.