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grammatical-error-detection

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Priyansh2 / Spelling-and-Grammatical-Error-Correction

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Built a system from scratch in Python which can detect spelling and grammatical errors in a word and sentence respectively using N-gram based Smoothed-Language Model, Levenshtein Distance, Hidden Markov Model and Naive Bayes Classifier.

nlp machine-learning hmm naive-bayes levenshtein-distance spellchecker hmm-viterbi-algorithm ngram-language-model smoothing-methods grammatical-error-detection
  • Updated Jul 4, 2021
  • Jupyter Notebook

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