Jul 2026
Test input prioritization for image segmentation: an empirical study
Yinghua Li, Xueqi Dang, Wendkûuni C. Ouédraogo et al.
· Empirical Software Engineeri... · 0 citations
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Jul 2026
Semantic Drift in Bug Resolution: How Behavioral Signals Propagate from Reports to Tests and Patches
This analysis covers 2,857 report-test-patch triplets from Defects4J and SWT-Bench using two widely adopted instruction-tuned LLMs from distinct model families and finds that both models exhibit systematic optimism relative to humans and only modest rank agreement, motivating bias-aware evaluation.
Wendkûuni C. Ouédraogo, Yinghua Li, Xueqi Dang et al.
· arXiv.org · 0 citations
Preprint
Aug 2026
L\"etzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents
This work introduces L\"etzCross, a benchmark for cross-lingual page-level retrieval over Luxembourgish PDF documents, with document pages indexed as images and queries provided in English, French, German, and Luxembourgish, and examines single-language and multilingual fine-tuning.
Omar El Bachyr, Fred Philippy, Laura Bernardy et al.
· 0 citations