First, event knowledge is crucial for implicit argument detection.
we build on models for narrative event prediction (Granroth-Wilding and Clark, 2016;Pichotta and Mooney, 2016a), using them to judge how coherent the narrative would be when we fill in a particular entity as the missing (implicit) argument.