AI RESEARCH
SCI-PRM: A Tool Aware Process Reward Model for Scientific Reasoning Verification
arXiv CS.AI
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ArXi:2606.04579v1 Announce Type: new While Process Reward Models (PRMs) have achieved remarkable success in mathematical reasoning, their application in complex scientific domains-such as biology, chemistry, and physics remains largely unexplored. Scientific problems demand not only logical rigor but also factual consistency and the precise usage of domain-specific tools, areas where current models often suffer from hallucinations and lack of verification.