Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback.

Victor-Alexandru Padurean Tung Phung Nachiket Kotalwar Michael Liut Juho Leinonen 0001 Paul Denny 0001 Adish Singla Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback. 2025 September abs/2509.10647 CoRR https://doi.org/10.48550/arXiv.2509.10647 db/journals/corr/corr2509.html#abs-2509-10647 streams/journals/corr