Project-Scale Statement-Level Fault Localization via Multi-view Semantic Learning and Pairwise Reranking
FaultScape is a novel LLM-based framework for project-scale, statement-level FL that formulates FL as a multi-view semantic learning and reasoning problem and shows that combining multi-view fault semantics with contrastive, failure-guided reasoning substantially improves the effectiveness and robustness of statement-l...
Hong-Wei Yu, Xu Wang, Jian Zhang et al.
· Proceedings of the ACM on So... · 0 citations