Cat-DPO applies per-category adaptive safety margins during direct preference optimization to reduce variance in safety across harm categories.
Amapo: Adaptive margin-attached preference optimization for language model alignment, 2025
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Cat-DPO: Category-Adaptive Safety Alignment
Cat-DPO applies per-category adaptive safety margins during direct preference optimization to reduce variance in safety across harm categories.