Although the approach is proposed for sequence labeling tasks, it can be easily extended to our structured model.
for each possible predicate sense p of the predicate, we provide N-best argument role assignments using three local factors F P , F A and F P A , and then add scores of the global factor F G , finally select the argmax from them.