AIBullisharXiv – CS AI · 14h ago6/10
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Teaching Language Models How to Code Like Learners: Conversational Serialization for Student Simulation
Researchers propose a method for training open-source language models to simulate how programming students learn and debug code, using authentic student data serialized into conversational formats. This approach addresses privacy and cost concerns with proprietary models while demonstrating improved performance in replicating student problem-solving behavior compared to existing baselines.