Empirically, we also found that those correctly retrieved entities of the DGLSTM-CRF (compared against the baseline) mostly correlate with the following dependency relations: "nn", "nsubj", "nummod".
dGLSTM-CRF achieves lower precisions against BiLSTM-CRF, which indicates that the dGLSTM-CRF model makes more false-positive predictions.