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insight - Language Identification
FastSpell: A Refined Language Identifier for Improved Accuracy on Similar and Closely-Related Languages
FastSpell is a language identifier that combines fastText and Hunspell to provide a refined second-opinion on language predictions, with a focus on accurately distinguishing between similar and closely-related languages.
A Comparative Study of N-gram Models and Pre-trained Multilingual Models for Language Identification in 11 South African Languages
Pre-trained multilingual models, particularly those exposed to South African languages during pre-training, significantly outperform traditional methods like N-grams for language identification in low-resource South African languages.
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