Cognitively Aligned Assessment Item Generation with Open-Source LLMs: A Comprehensive Evaluation on LearningQ
Vol. 17, Issue 5 (2026)Automated generation of high-quality educational assessment items is still difficult, especially when it comes to higher-order cognitive skills. Although Large Language Models (LLMs) show promise, their structural validi…