AutoIRT: Calibrating Item Response Theory Models with Automated Machine Learning

James Sharpnack, Phoebe Mulcaire, Klinton Bicknell +2

Item response theory (IRT) is a class of interpretable factor models that are widely used in computerized adaptive tests (CATs), such as language proficiency tests. Traditionally,…