On a synthetic benchmark of configurable C snippets, GPT-OSS-20B detected affected configurations with 84.7% precision and 52.1% recall and repaired 72.4% of faulty snippets; a smaller real-world study suggests practical value.
Feature interaction in software product line engineering: A systematic mapping study,
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An Empirical Study of Foundation Models for Variability-Induced Compilation Errors in Configurable C Code
On a synthetic benchmark of configurable C snippets, GPT-OSS-20B detected affected configurations with 84.7% precision and 52.1% recall and repaired 72.4% of faulty snippets; a smaller real-world study suggests practical value.