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cs.CL2022
Does Debiasing Inevitably Degrade the Model Performance
Yiran Liu, Xiao Liu, Haotian Chen +1
Gender bias in language models has attracted sufficient attention because it threatens social justice. However, most of the current debiasing methods degraded the model's performan…
cs.CL2022★ 2 cited
Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust
Haotian Chen, Lingwei Zhang, Yiran Liu +2
Legal Judgment Prediction (LJP), aiming to predict a judgment based on fact descriptions according to rule of law, serves as legal assistance to mitigate the great work burden of l…