In order to assess the quality of our results, we calculated the similarity between all extracted pairs of synonyms following the distributional analysis paradigm as in (Moraliyski and Dias, 2007) who build context 9 feature vectors for noun synonyms.
we used the cosine similarity measure and the Loglike association measure (Dunning, 1993) as the weighting scheme of the context features.