A Study on the Impact of Fault localization Granularity for Repository-Scale Code Repair Tasks
Automatic program repair can be a challenging task, especially when resolving complex issues at a repository-level, which often involves issue reproduction, fault localization, code repair, testing and validation. Issues of this scale can be commonly found in popular GitHub repositories or datasets that are derived from them. Some repository-level approaches separate localization and repair into distinct phases. Where this is the case, the fault localization approaches vary in terms of the granularity of localization. Where the impact of granularity is explored to some degree for smaller datasets, not all isolate this issue from the separate question of localization accuracy by testing co...
| Authors | Joseph Townsend, Chandresh Pravin, Kwun Ho Ngan et al. |
|---|---|
| Primary category | cs.SE |
| Published | 31 March 2026 |
| Last updated at source | 31 March 2026 |
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