Bias Mitigation on QNLI
85.39AccuracyFine-purifying
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 85.39 | 85.01 | |
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 84.96 | 85 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 84.07 | 82.67 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasWord2023.05 | 83.82 | 83.01 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasSent2023.05 | 82.89 | 80.57 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 82.78 | 81.89 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasWord2023.05 | 82.56 | 79.82 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasSent2023.05 | 82.21 | 71.89 |