EduAlign: Aligning Educational LLMs for Helpfulness, Personalization, and Creativity

Excerpt

arXiv:2507.20335v2 Announce Type: replace-cross Abstract: Educational language models should pursue three complementary objectives: helpfulness through responsible guidance, personalization to learner needs, and creativity that supports exploration. General-purpose models do not consistently satisfy these educational requirements, motivating explicit alignment with all three objectives. We present EduAlign, a framework that combines educational reward modeling with multi-objective reinforcement