From Table 1, we can see that the performance of the baseline transition-based system remains very stable when different dependency parsers used are trained on same data set.
for action that predicts the concept label (NEXT-NODE-l c ), we check whether the candidate concept label l c matches the frameset predicted by the semantic role labeler.