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indic-nlp

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praatibhsurana / Hinglish_Hindi_WSD

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A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.

nlp python-library wsd word-sense-disambiguation python-3 pos-tagging lesk python-package indic-languages indowordnet code-mixing hindi-pos-tag lesk-algorithm spello hinglish indic-transliteration indic-nlp hindi-spell-correction hinglish-to-hindi-transliteration wsd-dataset
  • Updated Jan 14, 2024
  • Python

AindriyaBarua / Contextual-vs-Non-Contextual-Word-Embeddings-For-Hindi-NER-With-WebApp

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Non-contextual : Word2Vec, FastText Contextual : BERT, RoBERTa, ELECTRA, CamemBERT, Distil-BERT, XLM-RoBERTa Analyzed embedding models, used the best one to build a Flask web app for Hindi NER and data collection from user feedback, deployed on AWS.

nlp machine-learning natural-language-processing deep-learning word2vec word-embeddings transformer flask-application fasttext hacktoberfest bert classical-machine-learning indic-nlp
  • Updated Oct 18, 2021
  • Python

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