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Cenyuan Zhang

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#artificial intelligence Preprint Sep 2026

Talking to Itself While Coding: What Makes Comments Help Code Generation?

Large Language Models (LLMs) often generate natural-language comments while writing code, and these comments become part of the context used to generate the code that follows. However, it remains unclear which properties of comments affect code-generation performance. We study this question through observational analys...

Da Pan, Zhensu Sun, Cenyuan Zhang et al. · 0 citations

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