Given a sentence and its dependency parse tree, 1 we follow our previous work (Xu et al., 2015b) and build DRNNs on the shortest dependency path (SDP), which serves as a backbone.
an RNN picks up information along each sub-path, separated by the common ancestor of marked entities.