Improving Bias Mitigation through Bias Experts in Natural Language Understanding

Eojin Jeon, Mingyu Lee, Juhyeong Park +3

Biases in the dataset often enable the model to achieve high performance on in-distribution data, while poorly performing on out-of-distribution data. To mitigate the detrimental e…