Bias Mitigation on AgNews
90.94AccuracyFine-purifying
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fine-purifyingModel=BERT, Bias Pattern=BiasSent2023.05 | 90.94 | 88 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasWord2023.05 | 90.38 | 90 | |
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 90.35 | 87.24 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 90.31 | 69.07 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasSent2023.05 | 90.25 | 87.13 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 90.11 | 89 | |
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 89.86 | 89.93 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasWord2023.05 | 80.45 | 89.36 |