While the smaller training set compared with that of verbal predicates may provide partial explanation for the degradation in performance, we believe another important reason is that the arguments for nominalized predicates do not occupy prominent syntactic positions such as the subject and object, as arguments of verbal predicates often do.
the syntactic structure represented in the parse tree does not provide as much of a clue for their detection and classification.