Nationality Classification Using Name Embeddings
Published: Nov 6, 2017
Abstract
Nationality identification unlocks important demographic information, with many applications in biomedical and sociological research. Existing name-based nationality classifiers use name substrings as features and are trained on small, unrepresentative sets of labeled names, typically extracted from Wikipedia. As a result, these methods achieve limited performance and cannot support fine-grained...
Paper Details
Title
Nationality Classification Using Name Embeddings
Published Date
Nov 6, 2017
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