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Bangladesh University of Engineering and Technology (BUET
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Stop blindly retrieving files for program repair: PatchRecall's hybrid approach learns from codebase semantics *and* historical fixes to pinpoint relevant files with higher accuracy.
Step-level reward models can significantly improve the efficiency and quality of code agent actions, but don't guarantee overall task success.