Author

Yue Yang

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Preprint Aug 2026

RepoProbe: Benchmarking Architecture-Aware Repository Comprehension with Checklists

This work introduces RepoProbe, a novel benchmark for evaluating repository-level code understanding through open-ended Q&A using GitHub Discussions, which focuses on open-ended architectural inquiries rather than defect reporting and proposes a Checklist-Based Verification Protocol that decomposes answers into atomic,...

Yue Yang, Alyssa Wu, Ji Luo et al. · 1 citation

Jul 2026

Not as Sweet by Another Name: An Empirical Study of Format Robustness in LLM Document Workflows

A format-aware metamorphic testing framework with three metamorphic relations is proposed to comprehensively evaluate the format robustness of end-to-end LLM document workflows and demonstrates that document format is not a neutral wrapper but a critical factor affecting the reliability of LLM software systems.

Xiaoyu Zhang, Xianyun Cheng, Tianlin Li et al. · arXiv.org · 0 citations