Open access
Oct 2026
Enhancing LLM-Based Bug Reproduction via Code Entity Retrieval and Test Case Repair
Automated bug reproduction from bug reports is a critical yet challenging step in software debugging. While LLM-based bug reproduction shows promise, its effectiveness is often hampered by insufficient contextual awareness of the relevant codebase and a tendency to produce invalid test cases. To address these limitatio...
Hao Ding, Yan-Jie Jiang, Yu-Xia Zhang et al.
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