UniRRM: Unified Reasoning Reward Models Across Languages and Evaluation Paradigms
A unified reasoning reward model supporting multiple languages and evaluation paradigms, UniRRM uses a staged reasoning chain to dynamically generate task-generic and instruction-specific criteria, enabling fine-grained, input-adaptive judgments while maintaining consistency across languages.
Peng Lai, Yi-Chao Du, Junchao Wu et al.
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