In particular, all classifiers we developed share with previous systems basic morpho-syntactic features, such as token, lemma, POS, and dependency relations.
we have added lexical semantic information by using not only WordNet synsets, but also VerbNet classes and FrameNet frames, obtained from the alignments in the Predicate Matrix (Lacalle et al., 2014).