Each of these baselines uses mention-specific features encoding relative position of each token to the two target entities being classified, whereas our model aggregates over all mention pairs in each sentence.
this could be ameliorated by integrating our model into open relation extraction architectures such as Universal Schema (Riedel et al., 2013;Verga et al., 2016b).