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English(EN) (Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs

Trellis系统使用LLM代理进行严谨的数学证明形式化

研究人员开发了Trellis,一个旨在协助创建严谨数学证明的自动形式化系统。该系统在一个结构化工作流程中利用LLM代理,逐步完善自然语言证明。Trellis通过强制执行受数学严谨性概念启发的流程语义,以通用代理实现可靠的形式化。 AI

影响 引入了一种利用LLM进行形式化数学推理的新颖方法,有望加速定理证明和验证。

排序理由 该集群描述了一篇详细介绍新自动形式化系统的研究论文。

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Trellis系统使用LLM代理进行严谨的数学证明形式化

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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Wesley Pegden ·

    (自动)形式化本应很简单:Trellis 过程语义用于阐述严谨的证明

    arXiv:2606.09674v1 Announce Type: new Abstract: We present Trellis: an autoformalization system that leverages LLM agents in a deterministically constrained workflow to enforce incremental progress in Lean autoformalization tasks through iterative refinement of natural language p…

  2. arXiv cs.AI TIER_1 English(EN) · Wesley Pegden ·

    (自动)形式化本应很简单:Trellis 过程语义用于阐述严谨的证明

    We present Trellis: an autoformalization system that leverages LLM agents in a deterministically constrained workflow to enforce incremental progress in Lean autoformalization tasks through iterative refinement of natural language proofs. Our approach is motivated by the common m…