Maria Dziuba

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement

2025 · arXiv (Cornell University)

Effective generation of structured code comments requires robust quality metrics for dataset curation, yet existing approaches (SIDE, MIDQ, STASIS) suffer from limited code-comment analysis. We propose CIDRe, a language-agnostic reference-free quality criterion combining four synergistic …