Labelling Bug-Fixing Commits with Local Open-Weight Language Models

Philip König, Georg Goldenits, Caroline König +6

Defect prediction depends on knowing which commits fix bugs, yet the labels that encode this are produced by routes that each introduce noise. Reused benchmarks carry documented da…