Bias Mitigation on QQP
80.1AccuracyFine-purifying
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 80.1 | 72.83 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 79.96 | 69.13 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasSent2023.05 | 79.73 | 78.76 | |
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 79.72 | 79.97 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 79.14 | 66.13 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasWord2023.05 | 78.58 | 80.04 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasSent2023.05 | 77.93 | 57.68 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasWord2023.05 | 77.36 | 58.76 |