LeanEuclid is a benchmark for autoformalization in the domain of Euclidean geometry, targeting the proof assistant Lean.
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Nov 25, 2025 - Lean
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autoformalization
Here are 12 public repositories matching this topic...
LeanInteract: A Python Interface for Lean 4
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Jun 6, 2026 - Python
[ICML2026] The first comprehensive Lean 4 formalization of statistical learning theory, featuring Gaussian Lipschitz concentration and Dudley's entropy integral-establishes a reusable foundation for formalizing ML theory.
formalization formal-mathematics machine-learning-theory learning-theory lean4 high-dimensional-statistics autoformalization statistical-learning-theory icml2026
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May 3, 2026 - Lean
A repo to document candidate solutions for Erdős problems produced via LLM-driven proof search.
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Apr 21, 2026 - Lean
DeonticBench
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Jun 4, 2026 - Python
[ICLR 2026] Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
agent machine-learning deep-learning math theorem-proving formal-methods formalization formal-verification formal-languages theorem-prover large-language-models llm formalized-mathematics ai4math autoformalization
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May 20, 2026 - Python
CTA-Bench: research benchmark and toolkit for studying how well systems turn problem descriptions and reference code into Lean 4 proof obligations, and how faithful those obligations are to the intended algorithm.
benchmark theorem-proving lean program-verification formal-verification ai-evaluation evaluation-methodology autoformalization semantic-faithfulness
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May 27, 2026 - Rust
A curated list of resources for Autoformalization (Lean 4, Isabelle, etc.)
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Feb 1, 2026
Audited, Corrected, and Verified ProofNet Benchmark in Lean 4
benchmarking benchmark machine-learning deep-learning math logic theorem-proving mathematics dataset formal-methods formalization formal-verification formal-languages theorem-prover large-language-models llm ai4math autoformalization
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May 20, 2026 - Lean
Experimental Lean 4 proof automation system using LLM-guided aesop tactic based strategies and logging successful hints for future annotations.
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Jan 4, 2026 - Jupyter Notebook
A selected list of Autoformalization papers, projects, frameworks, libraries, tools, and other resources.
agent machine-learning deep-learning math logic theorem-proving artificial-intelligence proof-assistant formal-methods formalization formal-verification formal-languages formal-mathematics ai4code llm ai4math autoformalization ai-for-software-engineering ai-for-mathematics
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Jun 9, 2026
Companion page for "Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery." A curated four-axis index covering MWPs, LLMs and reasoning models, multimodal geometry, Lean theorem proving, and verified discovery (FunSearch, AlphaEvolve, Erdős problems).
awesome theorem-proving survey awesome-list formal-mathematics mathematical-reasoning lean4 math-word-problem large-language-models llm chain-of-thought ai4math autoformalization multimodal-reasoning reasoning-models alphaevolve math-reasoning funsearch alphageometry
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Jun 9, 2026
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