Although event extraction depends on name identification and entity mention co-reference, it is another difficult task in ACE evaluation and not the focus in the event extraction task.
in this paper, we directly leverage the entity label provided by the ACE, following most previous works (Hong et al., 2011;Liao and Grishman, 2010;Ji and Grishman, 2008).