Can LLMs Really Reason about Code? Studying How Well LLMs Understand the Relation between Input, Code, and Output

Norman Becker, Tural Mammadov, Andreas Zeller. Can LLMs Really Reason about Code? Studying How Well LLMs Understand the Relation between Input, Code, and Output. In Tse-Hsun (Peter) Chen, Chao Peng, Baishakhi Ray, editors, Proceedings of the 3rd ACM International Conference on AI-Powered Software, AIware 2026, Montreal, QC, Canada, July 6-7, 2026. pages 21-30, ACM, 2026. [doi]

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