Disorder Named Entity Recognition on ShARe CLEFE
80.1F1 ScoreSOTA
Evaluation Results
| Method | Links | |
|---|---|---|
| SOTASupervision Source=Hand-labeled2020.08 | 80.1 | |
| Fully supervised BioBERT (FS)Supervision Source=Hand-labeled2020.08 | 79.6 | |
| Weakly supervised BioBERT (WS)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.08 | 76.3 | |
| Label Model (LM)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.08 | 75 | |
| Majority Vote (MV)Supervision Source=Ontologies + Task-specific Rules, LFs=362020.08 | 71.2 | |
| Weakly supervised BioBERT (WS)Supervision Source=Ontologies, LFs=252020.08 | 69.1 | |
| Label Model (LM)Supervision Source=Ontologies, LFs=252020.08 | 68.3 | |
| Majority Vote (MV)Supervision Source=Ontologies, LFs=252020.08 | 67.8 |