Furthermore, when employing the proposed method, certain relations have relatively high F-scores even with very little labeled data: Still, in this case, the extended classifier's accuracy is higher than the baseline (0.213 versus 0.122).
in Siolas and d'Alché-Buc (2000), a semantic proximity measure based on WordNet (Fellbaum, 1998) is defined, as a basis to create a proximity matrix for all terms of the problem.