Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
Table 2: Ablation results with different KBs.
['[BOLD] Model', '[BOLD] KB', '[BOLD] P', '[BOLD] R', '[BOLD] F1']
We find that the KBLSTM-CRF outperforms the BiLSTM-Fea-CRF in all the settings and that incorporating both KBs leads to the best performance.