A Survey of LLM-based Software Repair: Taxonomies, Design Paradigms, and Applications

ACM Transactions on Software Engineering and Methodology · 2026-11-02 · 期刊论文

Large language models (LLMs) are reshaping automated program repair. We present a reproducible hierarchical taxonomy that organizes 66 LLM-based repair systems according to where repair capability and control logic principally reside: taskadapted parameters, prompt and context design, designer-specified workflows, or LLM-directed runtime control. Adaptation, generation pattern, runtime control, and auxiliary evidence…

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Boyang Yang, Zijian Cai, Fenglin Liu 等

本文摘自《每日前沿研究简报 · 2026-11-04》「信息科学」。本内容仅用于研究信息整理与科普交流，不构成医疗建议。