ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle

Mihran Miroyan, Rose Niousha, Joseph E. Gonzalez +2

Large Language Models (LLMs) have shown strong performance on programming tasks, but can they generate student-like code like real students - imperfect, iterative, and stylisticall…