Evaluating on just this intersection, we find that the inclusion of entity semantics yields an improvement in accuracy from 37.5% to 39.1%.
while the overall improvements offered by entity mention semantics are relatively small, this is due in part to the poor recall of the state-of-the-art coreference resolution system; if coreference improved, the impact of the entity mention semantics would increase correspondingly.