Inspired by the success of deep biaffine scoring in recent work by Dozat and Manning (2016) for dependency parsing, we also consider a split scoring function of a similar form for our model.
we let h ik = f left (s ik ) and h kj = f right (s kj ) be deep left and right span representations obtained by passing the child vectors through corresponding left and right feedforward networks.