NameBERT models trained on LLM-augmented academic name data outperform state-of-the-art baselines in nationality classification from names, with augmentation providing gains especially on tail countries.
ArnetMiner: Extraction and Mining of Academic Social Networks
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NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
NameBERT models trained on LLM-augmented academic name data outperform state-of-the-art baselines in nationality classification from names, with augmentation providing gains especially on tail countries.