Named Entity Recognition on OntoNotes 4
78PrecisionBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERTModels=BERT[12]2020.07 | 78 | 80.4 | 79.2 | |
| SLK-NERModels=SLK-NER2020.07 | 77.9 | 82.2 | 80.2 | |
| LatticeLSTMModels=LatticeLSTM[5]2020.07 | 76.4 | 71.6 | 73.9 | |
| LR-CNNModels=LR-CNN[7]2020.07 | 76.4 | 72.6 | 74.5 | |
| LGNModels=LGN[9]2020.07 | 76.1 | 73.7 | 74.9 | |
| WC-LSTMModels=WC-LSTM[8]2020.07 | 76.1 | 72.9 | 74.4 | |
| CANModels=CAN[14]2020.07 | 75.1 | 72.3 | 73.6 | |
| CGNModels=CGN[10]2020.07 | 75.1 | 74.5 | 74.8 | |
| MG-GNNModels=MG-GNN[11]2020.07 | 74.3 | 76.2 | 75.2 | |
| BiLSTM-CRFModels=BiLSTM-CRF[13]2020.07 | 72 | 75.1 | 73.5 |