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cs.AI2026
ITPEval: Benchmarking Formal Translation Across Interactive Theorem Provers
Jiayi Wu, Robert Joseph George, Anima Anandkumar
Formal theorem proving has emerged as a frontier challenge for machine learning, yet the ecosystem is fragmented: proofs remain siloed across incompatible systems, limiting both tr…
cs.AI2026
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction
Robert Joseph George, Suozhi Huang, Peiyang Song +1
Mathematical reasoning remains a significant challenge for Large Language Models (LLMs) due to hallucinations. When combined with formal proof assistants like Lean, these hallucina…