Automated Essay Scoring on ASAP 2.0 and ELLIPSE
0.792QWKBaseline (DeBERTa)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline (DeBERTa)Backbone=DeBERTa-v3-base2026.01 | 0.792 | 0.103 | — | |
| Contrastive LearningBackbone=DeBERTa-v3-base, alpha=12026.01 | 0.756 | 0.062 | 39.9 | |
| Aggressive Contrastive LearningBackbone=DeBERTa-v3-base, alpha=22026.01 | 0.718 | 0.064 | 37.8 |