As far as we know, this makes it different from all previous systems for dependency parsing applied to the Penn Treebank (Eisner, 1996; <cite>Yamada and Matsumoto, 2003)</cite> , although there are systems that extract labeled grammatical relations based on shallow parsing, e.g. Buchholz (2002) .