Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation

Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks 0001, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares. Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. In Proceedings of the 14th Learning Analytics and Knowledge Conference, LAK 2024, Kyoto, Japan, March 18-22, 2024. pages 12-23, ACM, 2024. [doi]

Abstract

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