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language-identifier

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caiselvas / language-identification

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An NLP project leveraging character trigrams and smoothing techniques (Lidstone, Linear Discounting, Absolute Discounting) for language identification. Trained on for Spanish, Italian, English, French, Dutch, and German, achieving 99.8932% accuracy. Includes datasets, model parameters, and comprehensive documentation.

nlp natural-language-processing language-identification trigram-model language-identifier smoothing-methods
  • Updated Mar 4, 2024
  • Jupyter Notebook

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