UC Riverside's SemLoc Beats Classic Bug Finders by 36 Points Using LLMs

SemLoc turns LLM program reasoning into runtime-checkable constraints, boosting Python fault localization Top-1 accuracy from 6.4% to 42.8% over spectrum baselines.

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2026-10-28 06:01 · AlphaSignal
UC Riverside's SemLoc Beats Classic Bug Finders by 36 Points Using LLMs

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