INSIDE the Student's Mind: Jointly Modeling Latent Reasoning and Action in LLM Student Simulators

Rose Niousha, Minwoo Kang, Narges Norouzi

Large Language Model (LLM)-based simulators often reproduce observable actions but fail to capture the underlying reasoning behind them. In education, where student simulation is i…