09/07/2026
How can better represent diverse human perspectives?
Researchers introduce DEM-MoE, a demographic-aware framework for modeling annotator disagreement in subjective NLP tasks. By combining demographic-aware experts with synthetic annotations, the approach improves the representation of varied viewpoints and advances more inclusive AI systems.
Work by Yinuo Xu, Veronica Derricks, Allison Earl, David Jurgens
https://aclanthology.org/2026.acl-long.1914/