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· 2023

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2026 1

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BLAgent: Agentic RAG for File-Level Bug Localization

cs.SE · 2026-05-18 · unverdicted · novelty 6.0

BLAgent achieves over 78% top-1 file-level bug localization accuracy on SWE-bench-Lite with open-source models and over 86% with closed-source models while being over 18x cheaper than the strongest baseline.

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  • BLAgent: Agentic RAG for File-Level Bug Localization cs.SE · 2026-05-18 · unverdicted · none · ref 10

    BLAgent achieves over 78% top-1 file-level bug localization accuracy on SWE-bench-Lite with open-source models and over 86% with closed-source models while being over 18x cheaper than the strongest baseline.