Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI

Hotaka Maeda, Yikai Lu

We fine-tuned and compared several encoder-based Transformer large language models (LLM) to predict differential item functioning (DIF) from the item text. We then applied explaina…