Despite the fact that the corpus is annotated with event arguments, the version of the corpus we employ in this paper (i.e., the version available to the participants of the Event Nugget Detection and Coreference Task in the KBP 2015 Event Track) is only annotated with event mentions, event triggers, and event hoppers.
it does not contain any event argument annotations.