In this model, we use a dependency parser to replace the POS-tagging model in Section 2.2.1.
the model of Dozat and Manning (2016) is used, which fuses several BiLSTM layers to encode the input sentence before doing Figure 4: Dependency parsing model bi-affine attention to learn dependency arcs betwtween different words.