Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives

Yinuo Xu, Veronica Derricks, Allison Earl +1

We present an approach to modeling annotator disagreement in subjective NLP tasks through both architectural and data-centric innovations. Our model, DEM-MoE (Demographic-Aware Mix…