SWIM: Student Writing Simulation via Proficiency-Conditioned Generation

Heejin Do, Jakub Kontak, Mrinmaya Sachan

Writing proficiency manifests in how students develop content, organize ideas, choose words, and use language. Despite growing interest in LLM-based student simulation, whether LLM…