A lightweight intelligent feedback system for student code submissions using large language models
Articolo
Articolo
Abstract This study introduces an intelligent, large language model (LLM)–driven feedback system designed to assess and enhance students’ programming tasks through semantic comparison and pedagogically contextualized...
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Open Access