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Towards Human-Like Educational Question Generation with Small Language Models

  • Fares Fawzi,
  • Sarang Balan,
  • Mutlu Cukurova,
  • Emine Yilmaz,
  • Sahan Bulathwela

摘要

With the advent of Generative AI models, the automatic generation of educational questions plays a key role in developing online education. This work compares large-language model-based (LLM) systems and their small-language model (sLM) counterparts for educational question generation. Our experiments, quantitatively and qualitatively, demonstrate that sLMs can produce educational questions with comparable quality by further pre-training and fine-tuning.