Table 2.
Results on ACE2005-EN and ERE for high-resource event extraction. For each column, we bold the highest score. *We report the numbers from the18. ECPEAE achieves a new state-of-the-art performance on most important metric Arg-C of event argument extraction.
| Model | ACE2005-EN | ERE | ||
|---|---|---|---|---|
| Arg-I | Arg-C | Arg-I | Arg-C | |
| Classification-based | ||||
| EEQA | 70.5 | 68.9 | 72.4 | 67.6 |
| OneIE* | 73.2 | 69.3 | 75.3 | 70.0 |
| Generation-based | ||||
| PAIE | 75.85 | 72.42 | - | - |
| DEGREE(EAE) | 73.15 | 70.70 | 76.09 | 68.57 |
| TabEAE | 75.92 | 73.18 | - | - |
| AMPERE | 74.63 | 71.22 | 77.74 | 71.21 |
| ECPEAE | 75.52 | 73.45 | 76.25 | 72.62 |