In both Niu <cite>[11]</cite> and Dang's [10] work, topical features as well as the so called collocational features were used. Thus instead of using co-occurrences of bigrams, we take the true bi-gram collocations extracted from our system and use this data to compare with bi-gram co-occurrences to test the usefulness of collocation for WSD.