Named Entity Recognition on AD
84.22Entity F1stability and boundary-aware explanation-guided NER framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| stability and boundary-aware explanation-guided NER frameworkBackbone Model=BERT-BiLSTM-CRF2026.06 | 84.22 | 92.4 | |
| stability and boundary-aware explanation-guided NER frameworkBackbone Model=FLERT2026.06 | 84.2 | 92.74 | |
| BERT-BiLSTM-CRFBackbone Model=BERT-BiLSTM-CRF2026.06 | 84.19 | 92.28 | |
| FLERTBackbone Model=FLERT2026.06 | 84.14 | 92.54 | |
| stability and boundary-aware explanation-guided NER frameworkBackbone Model=MacBERT-CRF2026.06 | 83.79 | 92.67 | |
| MacBERT-CRFBackbone Model=MacBERT-CRF2026.06 | 83.67 | 92.51 | |
| stability and boundary-aware explanation-guided NER frameworkBackbone Model=RoBERTa-BiLSTM-CRF2026.06 | 81.42 | 92.2 | |
| RoBERTa-BiLSTM-CRFBackbone Model=RoBERTa-BiLSTM-CRF2026.06 | 81.01 | 91.9 | |
| stability and boundary-aware explanation-guided NER frameworkBackbone Model=BiLSTM-CRF2026.06 | 50.08 | 83.33 | |
| BiLSTM-CRFBackbone Model=BiLSTM-CRF2026.06 | 50.07 | 83.28 |