Paraphrase Detection on MRPC (dev)
91F1 ScoreEFL
Evaluation results
| Method | Links | |
|---|---|---|
| EFLTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | 91 | |
| Fine-tuningTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | 89.9 | |
| MajorityTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | 81.2 | |
| LM-BFFTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 78.5 | |
| EFLTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 76.2 | |
| Fine-tuningTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 76.1 |