NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data

Cong Ming, Ruixin Shi, Yifan Hu

Inferring nationality from personal names is a critical capability for equity and bias monitoring, personalization, and a valuable tool in biomedical and sociological research. How…