Our experiments show that this data can be used with limited amounts of gold data to achieve significant improvement over both standard and neural event extraction systems.
it achieves 1.1 and 1.3 point F1 improvements over a state-of-the-art system in trigger identification on TAC-KBP and ACE data respectively.