Nicholas Diana
Author directory2026
AI-Enabled Quality Assurance for Multiple-Choice Assessment Items
Steven James Moore | Nicholas Diana
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Works in Progress
Steven James Moore | Nicholas Diana
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Works in Progress
Generating multiple-choice questions is increasingly scalable, but establishing their quality remains difficult. We review fourteen reports on automated item-writing flaw detection, revision, psychometric screening, and benchmark auditing. High accuracy often masks weak detection of flawed items, and revision evidence is mixed. We propose evaluating quality assurance as independently validated decisions.