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Standards-Guided and Dependency-Aware Code-Level Documentation Generation

Tingxu Han, Wei Song, Ziming Li, Yuchen Chen, Weisong Sun, Zhenpeng Chen, Chunrong Fang, Zhenyu Chen · 2026 · arXiv

DOI: 10.48550/arXiv.2610.27634 · open-access PDF

German

Die automatische Erstellung qualitativ hochwertiger Dokumentation für Software-Repositorys ist nach wie vor eine Herausforderung: Die bestehenden Ansätze behandeln die Dokumentation weitgehend als unbegrenzte Textgeneration, fehlen explizite Qualitätsspezifikationen, hängen stark von langfristigen Anweisungen über Rohcode ab und bieten eine begrenzte Unterstützung für reproduzierbare Auswertung.

Machine translation (Meta M2M100); the English original follows.

Abstract

Automatically generating high-quality documentation for software repositories remains challenging: existing approaches largely treat documentation as unconstrained text generation, lacking explicit quality specifications, depending heavily on long-context prompts over raw code, and offering limited support for reproducible evaluation. We argue that code-level documentation generation should instead be a standards-guided software engineering task, in which documentation is generated and assessed against explicit, reusable quality requirements derived from authoritative standards. We define code

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