ParaStudent: Closing the Sim2Real Gap in User Simulators for AI Tutor Evaluation
ParaStudent, a fine-tuning framework for simulating novice programming revisions to support AI tutor evaluation, is introduced, demonstrating the promise of simulated engagement for pre-deployment feedback triage.