Dependency parsers, such as MaltParser (Nivre et al., 2006), Mate (Bohnet, 2010) and MSTParser (MacDonal and Pereira, 2006), can be trained directly on Stanford dependencies to predict Stanford dependencies.
we implemented a heuristic extraction of nonlocal dependencies from gold Stanford dependencies and evaluated the results against our annotations.