Only a small improvement in labeled attachment score was noticed using the full, nonspecialized classifier to decide the action but discarding its suggestion for label and using a specialized classifier for labeling.
recently statistical dependency parsing techniques have been proposed which are deterministic and/or linear (Yamada and Matsumoto, 2003;Nivre and Scholz, 2004).