Hercules identifies evolutionary siblings via spectrum, similarity, and history analysis to apply coordinated patches, fixing 49 Defects4J bugs including 15 multi-hunk cases.
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Auto-Diagnose applies LLMs to summarize and diagnose root causes of integration test failures, reporting 90.14% accuracy on 71 manual cases and positive adoption after Google-wide rollout.
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Harnessing Evolution for Multi-Hunk Program Repair
Hercules identifies evolutionary siblings via spectrum, similarity, and history analysis to apply coordinated patches, fixing 49 Defects4J bugs including 15 multi-hunk cases.
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LLM-Based Automated Diagnosis Of Integration Test Failures At Google
Auto-Diagnose applies LLMs to summarize and diagnose root causes of integration test failures, reporting 90.14% accuracy on 71 manual cases and positive adoption after Google-wide rollout.