"program semantics" Papers

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CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks

Danning Xie, Mingwei Zheng, Xuwei Liu et al.

NEURIPS 2025spotlightarXiv:2507.05269
13
citations

Emergent Representations of Program Semantics in Language Models Trained on Programs

Charles Jin, Martin Rinard

ICML 2024arXiv:2305.11169
31
citations

Exploiting Code Symmetries for Learning Program Semantics

Kexin Pei, Weichen Li, Qirui Jin et al.

ICML 2024spotlightarXiv:2308.03312
12
citations