e i is another embedding for e i , see Morin and Bengio (2005)  The CNN, with max-pooling layers, is a good choice to capture the semantics of long-distance words within a sentence (Collobert et al., 2011).
as noted in the section 1, traditional CNN is incapable of addressing the event extraction problem.