GPT-4 generated the requested feedback type in 63 of 66 test cases, but evaluation overlap with prompt development and misleading outputs limit the strength of the result.
Modeling Programming Competency: A Qualitat ive Analysis
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You're (Not) My Type -- Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks?
GPT-4 generated the requested feedback type in 63 of 66 test cases, but evaluation overlap with prompt development and misleading outputs limit the strength of the result.