AI RESEARCH
NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
arXiv CS.CL
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ArXi:2604.10401v1 Announce Type: new Inferring nationality from personal names is a critical capability for equity and bias monitoring, personalization, and a valuable tool in biomedical and sociological research. However, existing name-based nationality classifiers are typically trained on relatively small or source-specific labeled datasets, which can