CoqPyt: Proof Navigation in Python in the Era of LLMs
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| Publicado en: | arXiv.org (May 7, 2024), p. n/a |
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| Autor principal: | |
| Otros Autores: | , , , , |
| Publicado: |
Cornell University Library, arXiv.org
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| Materias: | |
| Acceso en línea: | Citation/Abstract Full text outside of ProQuest |
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|---|---|---|---|
| 001 | 3052222220 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2331-8422 | ||
| 024 | 7 | |a 10.1145/3663529.3663814 |2 doi | |
| 035 | |a 3052222220 | ||
| 045 | 0 | |b d20240507 | |
| 100 | 1 | |a Carrott, Pedro | |
| 245 | 1 | |a CoqPyt: Proof Navigation in Python in the Era of LLMs | |
| 260 | |b Cornell University Library, arXiv.org |c May 7, 2024 | ||
| 513 | |a Working Paper | ||
| 520 | 3 | |a Proof assistants enable users to develop machine-checked proofs regarding software-related properties. Unfortunately, the interactive nature of these proof assistants imposes most of the proof burden on the user, making formal verification a complex, and time-consuming endeavor. Recent automation techniques based on neural methods address this issue, but require good programmatic support for collecting data and interacting with proof assistants. This paper presents CoqPyt, a Python tool for interacting with the Coq proof assistant. CoqPyt improves on other Coq-related tools by providing novel features, such as the extraction of rich premise data. We expect our work to aid development of tools and techniques, especially LLM-based, designed for proof synthesis and repair. A video describing and demonstrating CoqPyt is available at: https://youtu.be/fk74o0rePM8. | |
| 653 | |a Data collection | ||
| 653 | |a Tools | ||
| 700 | 1 | |a Saavedra, Nuno | |
| 700 | 1 | |a Thompson, Kyle | |
| 700 | 1 | |a Lerner, Sorin | |
| 700 | 1 | |a Ferreira, João F | |
| 700 | 1 | |a First, Emily | |
| 773 | 0 | |t arXiv.org |g (May 7, 2024), p. n/a | |
| 786 | 0 | |d ProQuest |t Engineering Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3052222220/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full text outside of ProQuest |u http://arxiv.org/abs/2405.04282 |