模型 | 命名实体识别 | 关系抽取 | ||||
P | R | F | P | R | F | |
BiLSTM-CNN | 0.849 | 0.854 | 0.851 | 0.807 | 0.225 | 0.352 |
LSTM-CRF | 0.863 | 0.871 | 0.867 | 0.745 | 0.454 | 0.564 |
BiLSTM-CRF | 0.856 | 0.883 | 0.869 | 0.784 | 0.474 | 0.591 |
BiLSTM-Attention-CRF | 0.878 | 0.832 | 0.854 | 0.822 | 0.517 | 0.635 |