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ml:automatic_theorem_proving

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ml:automatic_theorem_proving [2024/08/02 22:39] – [Formal Automated Theorem Proving] jmflanigml:automatic_theorem_proving [2025/10/07 14:31] (current) – [Autoformalization] jmflanig
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   * Formalizing mathematics   * Formalizing mathematics
     * [[http://cl-informatik.uibk.ac.at/users/cek/docs/20/ckfr-cicm20.pdf|Kaliszyk & Rabe 2020 - A Survey of Languages for Formalizing Mathematics]]     * [[http://cl-informatik.uibk.ac.at/users/cek/docs/20/ckfr-cicm20.pdf|Kaliszyk & Rabe 2020 - A Survey of Languages for Formalizing Mathematics]]
 +  * Autoformalization
 +    * [[https://arxiv.org/pdf/2505.23486|Weng et al 2025 - Autoformalization in the Era of Large Language Models: A Survey]]
  
 ===== Papers ===== ===== Papers =====
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     * [[https://arxiv.org/pdf/2305.16366|Zhao et al 2023 - Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving]]     * [[https://arxiv.org/pdf/2305.16366|Zhao et al 2023 - Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving]]
     * [[https://arxiv.org/pdf/2303.04910|First et al 2023 - Baldur: Whole-Proof Generation and Repair with Large Language Models]]     * [[https://arxiv.org/pdf/2303.04910|First et al 2023 - Baldur: Whole-Proof Generation and Repair with Large Language Models]]
 +  * [[https://arxiv.org/pdf/2310.18457|Welleck & Saha 2023 - LLMSTEP: LLM proofstep suggestions in Lean]]
 +  * [[https://arxiv.org/pdf/2412.20735|Li et al 2024 - HunyuanProver: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving]]
 +  * [[https://arxiv.org/pdf/2502.00212|Dong & Ma 2025 - STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving]]
 +  * [[https://arxiv.org/pdf/2505.20613|Shen et al 2025 - REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning]]
  
  
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 ===== Autoformalization ===== ===== Autoformalization =====
   * Overviews   * Overviews
 +    * [[https://leanprover.zulipchat.com/user_uploads/3121/lWKHE1MCcJ1ZwiF2poPoJckC/Autoformalization.pdf|Szegedy 2019 - A Promising Path Towards Autoformalization and General Artificial Intelligence]] Great
     * [[https://arxiv.org/pdf/2311.00007|Avigad et al 2023 - Mathematics and the Formal Turn]] Great overview of the reasons to autoformalize mathematics     * [[https://arxiv.org/pdf/2311.00007|Avigad et al 2023 - Mathematics and the Formal Turn]] Great overview of the reasons to autoformalize mathematics
 +    * [[https://arxiv.org/pdf/2505.23486|Weng et al 2025 - Autoformalization in the Era of Large Language Models: A Survey]]
  
 === Informal Math to Formal Math Parsing === === Informal Math to Formal Math Parsing ===
ml/automatic_theorem_proving.1722638376.txt.gz · Last modified: 2024/08/02 22:39 by jmflanig
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