Table 2 Results of entity extraction without KB information
From: Bio-semantic relation extraction with attention-based external knowledge reinforcement
Model | P | R | F1 |
|---|---|---|---|
SVM | 0.5914 | 0.5754 | 0.5833 |
CRF | 0.5911 | 0.5915 | 0.5913 |
BiLSTM | 0.5896 | 0.5760 | 0.5827 |
BiLSTM-CRF | 0.6231 | 0.5825 | 0.6021 |