Author

Rongjin Li

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#reinforcement learning Preprint Aug 2026

Not Just Reason, Not Just Scan: Reinforcement Learning for Proactive Scientific Error Verification over Academic Paper

This work presents VERA-RL, a reinforcement-learning formulation for scientific error detection over academic papers, and constructs VERA-13K, a 12,900-sample dataset organized into 4,300 matched chains, covering 6 scientific-error categories across the research workflow and broad natural-science domains.

Rongjin Li, Yuanxin Liu, Hao Zhou et al. · 0 citations