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Representation Learning Enables Language Identification in Zero - and Few -Shot Settings

Language Identification (LID) is a key component of multilingual NLP pipelines and multilingual corpus construction. LID errors can create spurious text–language associations, harming downstream model quality, especially for low-resource languages and fine-grained taxonomies involving closely related languages and di...