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News/What Matters When Building Universal Multilingual Named Entity Recognition Models?
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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What Matters When Building Universal Multilingual Named Entity Recognition Models?

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Publisher summary· verbatim

arXiv:2601.06347v2 Announce Type: replace Abstract: Recent progress in universal multilingual named entity recognition (NER) has been driven by multilingual transformer models, task-specific architectures, custom loss functions, and large-scale training datasets. However, despite substantial prior w

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