Also, first-order syntactic features (extracted directly from the dependency relations themselves) and secondorder syntactic features (the partial analysis of a word, when already linked in the partial tree) complete the linguistic information usually exploited for automatic parsing.
additional features, whenever available, are easy to integrate in data-driven systems and our initial intuition was that semantic features, like wordnet relations, sub-categorization frames and semantic classes can increase parsing performance.