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cs.SE2026
Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications
Nasser Giacaman, Valerio Terragni, Paul Denny +1
As AI code tools become integrated into programming environments, students increasingly describe intended behavior in natural language and rely on these tools to generate code, shi…
cs.SE2024
GuardRails: Automated Suggestions for Clarifying Ambiguous Purpose Statements
Mrigank Pawagi, Viraj Kumar
Before implementing a function, programmers are encouraged to write a purpose statement i.e., a short, natural-language explanation of what the function computes. A purpose stateme…