Named Entity Recognition on CoNLL Dict 2003 (test)
83.34F1 ScoreConf-MPU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Conf-MPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 83.34 | 85.79 | 81.02 | |
| Conf-MPUSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 81.89 | 81.71 | 82.08 | |
| BNPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 76.11 | 73.68 | 78.7 | |
| MPUSupervision Type=Distantly Supervised, Backbone=BiLSTM2022.03 | 71.41 | 63.41 | 81.71 | |
| MPUSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 67.65 | 63.63 | 72.22 | |
| Dict/KB MatchingSupervision Type=Distantly Supervised2022.03 | 63.93 | 93.12 | 48.67 | |
| BERT-ESSupervision Type=Distantly Supervised, Backbone=BERT2022.03 | 63.68 | 85.77 | 50.63 | |
| AutoNERSupervision Type=Distantly Supervised2022.03 | 61.19 | 82.87 | 48.5 |