Named Entity Recognition on BC5CDR Small Dict (test)
76.18F1 ScoreConf-MPU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Conf-MPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 76.18 | 82.66 | 70.64 | |
| MPUSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 73.91 | 70.08 | 78.18 | |
| MPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 73.25 | 67.5 | 80.07 | |
| Conf-MPUSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 71.85 | 81.02 | 64.54 | |
| BNPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 70.21 | 64.93 | 76.43 | |
| AutoNERSupervision Type=Distantly Supervised2022.03 | 20.66 | 81.47 | 11.83 | |
| BERT-ESSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 17.21 | 75.6 | 9.71 | |
| Dict/KB MatchingSupervision Type=Distantly Supervised2022.03 | 15.69 | 80.02 | 8.7 |