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20222026
most citedDon't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks

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cs.CL2026

Mitigating Demographic Disparities in Explanation-Human Alignment via Rationale Regularization

Suryansh Talukdar, Taha Sarwat, Jonathan Rusert

We study explanation fairness in hate speech detection. High classification performance does not always mean that a model produces equally plausible explanations for different demo…