Difficulty-Controllable Multiple-Choice Question Generation Using Large Language Models and Direct Preference Optimization

Yuto Tomikawa, Masaki Uto

Difficulty-controllable question generation for reading comprehension has gained significant attention in the field of education as a fundamental tool for adaptive learning support…