Compared to the within-event-type rules, the cross-event model yields much more improvement for trigger classification: rule-based propagation gains 1.7% improvement while the cross-event model achieves a further 7.3% improvement.
5 To use document-level information, we need to collect information based on the sentence-level baseline system.