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Mitigating Demographic Disparities in Explanation-Human Alignment via Rationale Regularization

arXiv:2610.22586v1 Announce Type: new Abstract: We study explanation fairness in hate speech detection. High classification performance does not always mean that a model produces equally plausible explanations for different demographic groups. Using the HateXplain dataset, we introduce Plausibility…

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  1. 2026-10-19 04:00 · arXiv cs.CL
    Mitigating Demographic Disparities in Explanation-Human Alignment via Rationale Regularization

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