Acceptability Classification on CoLA English (IDD)
88.2AccuracyEn-BERT + TDAext
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| En-BERT + TDAexttraining_mode=Fine-tuned LMs2023.04 | 88.2 | 0.726 | |
| En-ROBERTatraining_mode=Fine-tuned LMs2023.04 | 87.3 | 0.692 | |
| En-ROBERTa + TDAexttraining_mode=Fine-tuned LMs2023.04 | 87.3 | 0.695 | |
| En-ROBERTa + TDAtraining_mode=Fine-tuned LMs2023.04 | 86.3 | 0.68 | |
| En-BERT + TDAtraining_mode=Fine-tuned LMs2023.04 | 85.6 | 0.649 | |
| En-BERTtraining_mode=Fine-tuned LMs2023.04 | 85 | 0.634 | |
| En-ROBERTa + TDAexttraining_mode=Frozen LMs2023.04 | 83.1 | 0.604 | |
| En-BERT + TDAexttraining_mode=Frozen LMs2023.04 | 81.4 | 0.543 | |
| En-ROBERTa + TDAtraining_mode=Frozen LMs2023.04 | 81.2 | 0.543 | |
| En-BERT + TDAtraining_mode=Frozen LMs2023.04 | 77 | 0.484 | |
| En-ROBERTatraining_mode=Frozen LMs2023.04 | 74 | 0.317 | |
| En-BERTtraining_mode=Frozen LMs2023.04 | 62.6 | 0.039 |