Named Entity Recognition on CHEMDNER (test)
91.6PrecisionSeed Rules
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Seed Rules2021.07 | 91.6 | 13.19 | 23.07 | |
| Self-training2021.07 | 85.06 | 20.03 | 32.42 | |
| Seed Rules + Neural TaggerIteration Learning=false2021.07 | 84.18 | 21.91 | 34.78 | |
| Our Learned Rules2021.07 | 69.86 | 21.97 | 33.43 | |
| Ours w/o AutophraseAutophrase=false2021.07 | 67.74 | 55.99 | 61.31 | |
| AutoNER2021.07 | 66.83 | 27.59 | 39.05 | |
| TALLOR2021.07 | 63.01 | 60.18 | 61.56 | |
| HMM-agg.2021.07 | 49.6 | 18.4 | 26.8 | |
| CGExpanMax Rules=10002021.07 | 45.7 | 25.58 | 32.8 | |
| Ours w/o Instance SelectionInstance Selection=false2021.07 | 42.64 | 48.25 | 45.27 | |
| LinkedHMM2021.07 | 23.99 | 10.77 | 14.86 |