Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds

John P. Lalor, Hao Wu, Hong Yu

Incorporating Item Response Theory (IRT) into NLP tasks can provide valuable information about model performance and behavior. Traditionally, IRT models are learned using human res…