Table 11 Comparisons with the methods based on co-occurrence entities inside one sentence and gold entity mentions
From: A neural joint model for entity and relation extraction from biomedical text
Task | Method | Relation Extraction | ||
|---|---|---|---|---|
| Â | Â | P | R | F1 |
ADE | Co-occurrence | 97.3 | 100 | 98.6 |
| Â | Gold mentions | 97.5 | 99.9 | 98.7 |
| Â | Our model | 67.3 | 75.7 | 71.3 |
BB | Co-occurrence | 34.9 | 72.5 | 47.1 |
| Â | Gold mentions | 58.7 | 43.6 | 50.0 |
| Â | Our model | 42.7 | 25.2 | 31.7 |