Since recognizing and evaluating systematic polysemy is beyond the scope of this work, we use VerbNet 2 (Kipper et al., 2006;Loper and Bird, 2002) to approximately identify verbs that have correlated word senses.
we first identify verbs that have five or less training instances for each of its senses.