A zero-shot, prompt-engineered GPT-4 system can grade open-ended statistics homework and produce personalized feedback, but the evidence that it improves learning over traditional grading is limited by the survey design.
In: International Conference on Artificial Intelligence in Education
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A Zero-Shot LLM Framework for Automatic Assignment Grading in Higher Education
A zero-shot, prompt-engineered GPT-4 system can grade open-ended statistics homework and produce personalized feedback, but the evidence that it improves learning over traditional grading is limited by the survey design.