AI RESEARCH

Evaluating Repository-level Software Documentation via Question Answering and Feature-Driven Development

arXiv CS.AI

ArXi:2604.06793v1 Announce Type: cross Software documentation is crucial for repository comprehension. While Large Language Models (LLMs) advance documentation generation from code snippets to entire repositories, existing benchmarks have two key limitations: (1) they lack a holistic, repository-level assessment, and (2) they rely on unreliable evaluation strategies, such as LLM-as-a-judge, which suffers from vague criteria and limited repository-level knowledge. To address these issues, we.