AI RESEARCH
Scaling Natural-Language Graph-Based Test Time Compute for Automated Theorem Proving
arXiv CS.CL
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ArXi:2503.11657v3 Announce Type: replace Large language models have nstrated remarkable capabilities in natural language processing tasks requiring multi-step logical reasoning capabilities, such as automated theorem proving. However, challenges persist within theorem proving, such as the identification of key mathematical concepts, understanding their interrelationships, and formalizing proofs correctly within natural language.