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ml:automatic_theorem_proving

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ml:automatic_theorem_proving [2024/06/04 06:07] – [Autoformalization] 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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       * Paper: [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.100.2087&rep=rep1&type=pdf|Urban et al 2007 - Combining Mizar and TPTP Semantic Presentation Tools]] {{papers:combining_mizar_and_tptp_semantic_presentation_and_verification_tools.pdf|pdf}}       * Paper: [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.100.2087&rep=rep1&type=pdf|Urban et al 2007 - Combining Mizar and TPTP Semantic Presentation Tools]] {{papers:combining_mizar_and_tptp_semantic_presentation_and_verification_tools.pdf|pdf}}
       * Dataset: [[https://www.tptp.org/MizarTPTP/|website]]       * Dataset: [[https://www.tptp.org/MizarTPTP/|website]]
 +  * [[https://arxiv.org/pdf/2407.11214|Tsoukalas et al 2024 - PUTNAMBENCH: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition]]
  
 ===== Formalizing Mathematics ===== ===== Formalizing Mathematics =====
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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 ===
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 ===== People ===== ===== People =====
 +  * [[https://www.andrew.cmu.edu/user/avigad/papers.html|Jeremy Avigad]]
   * [[https://scholar.google.com/citations?user=bp68Q1kAAAAJ&hl=en|Cezary Kaliszyk]] [[http://cl-informatik.uibk.ac.at/users/cek/|homepage]]   * [[https://scholar.google.com/citations?user=bp68Q1kAAAAJ&hl=en|Cezary Kaliszyk]] [[http://cl-informatik.uibk.ac.at/users/cek/|homepage]]
   * [[https://scholar.google.com/citations?user=3QeF7mAAAAAJ&hl=en|Christian Szegedy]] (at Google)   * [[https://scholar.google.com/citations?user=3QeF7mAAAAAJ&hl=en|Christian Szegedy]] (at Google)
ml/automatic_theorem_proving.1717481277.txt.gz · Last modified: 2024/06/04 06:07 by jmflanig
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