Author

Ziyuan Zhuang

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Preprint Aug 2026

RecurSE: Bounded Recursive Self-Evaluation for LLM Rubric Judges

This work eliminates external gold supervision from the RL training reward: the model's own evaluative capability generates learning signals for its optimization -- a closed-loop setting of bounded recursive self-improvement (RSI) termed Recursive Self-Evaluation (RecurSE).

Kai-Yuan Liu, Ziyuan Zhuang, Rongxiang Weng et al. · 0 citations