Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning

Xin Wang, Zhenhao Li, Zishuo Ding. Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning. In 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025, Seoul, Korea, Republic of, November 16-20, 2025. pages 1931-1942, IEEE, 2025. [doi]

Abstract

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