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Course Repository for ELL881 (Special Topics:Modern Natural Language Processing), 6th Semester, 2023, IITD

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ELL881

Course Repository for ELL881 (Special Topics:Modern Natural Language Processing), 6th Semester, 2023, IITD Course Link

  • Assignment-1 Smoothing Techniques for N-Gram Language Models on Harry Potter Books. Implemented and Compared Add-K, Interpolation, Katz-Backoff, Good-Turing, and Kneser-Kney smoothing algorithms
  • Assignment-2 Named Entity Recogonition using LSTMs
  • Assignment-3 Named Entity Recogonition using BERT

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Course Repository for ELL881 (Special Topics:Modern Natural Language Processing), 6th Semester, 2023, IITD

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nlp ner bert kneser-ney-smoothing lstms good-turing-smoothing smoothing-methods

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