most citedATLAS: Automated Toolkit for Large-Scale Verified Code Synthesis

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cs.LG2026

MINIF2F-DAFNY: LLM-Guided Mathematical Theorem Proving via Auto-Active Verification

Mantas Baksys, Stefan Zetzsche, Olivier Bouissou +1

LLMs excel at reasoning, but validating their steps remains challenging. Formal verification offers a solution through mechanically checkable proofs. Interactive theorem provers (I…

cs.LG2025

CLEVER: A Curated Benchmark for Formally Verified Code Generation

Amitayush Thakur, Jasper Lee, George Tsoukalas +6

We introduce , a high-quality, curated benchmark of 161 problems for end-to-end verified code generation in Lean. Each problem consists of (1) the task of ge…