We found that SRL features, both in isolation and together with standard syntactic features, improve parsing performance, both when measured using full-sentence F-score, and in terms of incremental F-score.
central to the discriminative approach is the exploration of features that cannot be straightforwardly embedded into the parser using a dynamic program.