More interestingly, when the entity type information is incorporated into CNN1, we obtain CNN2 that still only needs sentence level information but achieves the stateof-the-art performance for this task (an improvement of 1.5% over the best system with only sentence level information<cite> (Li et al., 2013b)</cite> ).