On the two hardest, most complex tasks, detecting regulation events (which have recursive structures and more joint dependencies than other event types) and detecting binding events (which may have multiple arguments), our system performs better than both Miwa12 and Riedel11.
4 our system's F1 score for regulation events is 46.84, while those of Miwa12 and Riedel11 are 45.46 and 44.94 respectively.