In particular the constituent labels are highly ambiguous, firstly we don't know a priori how many there are, and secondly labels that appear high in a tree (e.g., an S category for a clause) rely on the correct inference of all the latent labels below them.
recent work on the induction of dependency grammars has proved more fruitful (Klein and Manning, 2004).