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csebuetnlp / banglabert

Star 229

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

named-entity-recognition document-classification natural-language-inference bert sentiment-classification textual-entailment emotion-classification bangla-nlp bengali-language-processing bengali-natural-language-processing multilingual-models bengali-nlp bert-fine-tuning xlm-roberta mbert bangla-language-processing bangla-natural-language-processing banglabert
  • Updated Jan 24, 2023
  • Python

Rajspeaks / Machine-Learning-approach-to-Bengali-POS-Tagging-using-BNLP

Star 7

Machine Learning approach to Bengali Corpus POS (Parts of Speech) Tagging using BNLP (Bengali Natural Language Processing) Toolkit. This is the Minor Project Presentation at Heritage Institute of Technology under the mentorship of Prof. Sandipan Ganguly.

nlp machine-learning natural-language-processing deep-learning ml python3 natural-language-generation pos-tagging pos-tagger natural-language-understanding natural-language-toolkit crf-model bengali-natural-language-processing bengali-nlp bnlp rajspeaks rajdeep-das
  • Updated May 5, 2024
  • Jupyter Notebook

Rajspeaks / Machine-Learning-approach-to-Bengali-Corpus-Tokenization-Stemming-POS-Tagging-using-BNLTK

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Machine Learning approach to Bengali Corpus POS Tagging using BNLTK. This is an experimenting project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

nlp machine-learning natural-language-processing english bengali stemmer nlp-library nlp-machine-learning stemming natural-language-understanding postagging postagger bengali-language-processing bengali-natural-language-processing bengali-nlp tokenizer-parser bengali-dataset rajspeaks rajdeep-das
  • Updated May 2, 2022
  • Jupyter Notebook

Rajspeaks / Machine-Learning-approach-to-Bengali-corpus-Name-Entity-Recognition-testing-using-BNLP

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Machine Learning approach to Bengali corpus NER- Named Entity Recognition using BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K

nlp machine-learning natural-language-processing ml named-entity-recognition bengali nlp-parsing ner nlp-library nlp-machine-learning natural-language-understanding bengali-language-processing bengali-natural-language-processing bengali-nlp bengali-dataset bnlp rajspeaks rajdeep-das
  • Updated May 2, 2022
  • Jupyter Notebook

Rajspeaks / Deep-Learning-Approach-to-Bengali-Text-Visualization-using-Word2Vec-Model

Star 3

This repository consists of Bengali Text-Visualization using Word2Vec Model. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

visualization natural-language-processing scikit-learn sklearn data-visualization nlp-machine-learning text-visualization colab-notebook matplotlib-pyplot bengali-natural-language-processing bengali-nlp rajspeaks rajdeep-das
  • Updated May 2, 2022
  • Jupyter Notebook

Rajspeaks / Machine-Learning-approach-to-Bengali-POS-Tagging-using-NLTK

Star 3

Bengali POS Tagging using Indian Corpus through NLTK. A sample testing to apply POS Tagging under the supervision of Prof. Sandipan Ganguly, HIT-K.

nlp machine-learning natural-language-processing nltk bengali pos-tagging pos-tagger indian-language bengali-natural-language-processing bengali-nlp bangla-pos-tagging bangla-postag bengali-pos-tagging rajspeaks rajdeep-das
  • Updated May 2, 2022
  • Jupyter Notebook

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