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bengali-natural-language-processing

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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.

  • Updated May 5, 2024
  • Jupyter Notebook

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…

  • Updated Jan 24, 2023
  • Python

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

  • Updated May 2, 2022
  • Jupyter Notebook

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

  • Updated May 2, 2022
  • Jupyter Notebook

This research is based on Optical Character Recognition (OCR). In this study, a system will be designed to recognise Bengali numerals. The numerals are handwritten, and the numerical dataset will be collected from a cloud-based repository. Data will be preprocessed first and then randomly split into training and testing data. Here a Convolutiona…

  • Updated Apr 9, 2022

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