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Tony Tu

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Preprint Aug 2026

MINT: Min-Selection Preference Distillation for Balanced Multi-Objective Alignment

Across cooperative emotional support and adversarial negotiation, min-selection lifts both objectives while sharply cutting their imbalance; on emotional support it raises the weaker axis from 0.37 to 0.64, surpassing human experts and persisting across full multi-turn rollouts.

Tony Tu, Sayan Chakraborty, Ruomeng Xu et al. · 0 citations

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