Implementation of a news headline classification model on Bengali News Headline Dataset over PyTorch.
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Updated
Sep 26, 2021 - Jupyter Notebook
Implementation of a news headline classification model on Bengali News Headline Dataset over PyTorch.
Bengali/Bangla Fake Review Detection Dataset
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…
[AACL'22] A Multimodal Dataset for Bengali Hateful Memes Detection
Bangla Language Computing Research
A task of sentiment analysis. Classify the Bengali book reviews into positive and negative sentiment.
Bengali language Tokenizer (SentencePiece)
Machine Learning approach to Bengali Corpus POS Tagging using BNLTK. This is an experimenting project under the mentorship of Prof. Sandipan Ganguly, HIT-K.
This repository consists of Bengali Text-Visualization using Word2Vec Model. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.
Bengali POS Tagging using Indian Corpus through NLTK. A sample testing to apply POS Tagging under the supervision of Prof. Sandipan Ganguly, HIT-K.
Bengali word embedding using BengaliWord2Vec from BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.
Machine Learning approach to Bengali corpus NER- Named Entity Recognition using BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K
Bengali Natural Language Processing Library contains module and libraries for bengali language processing
Bangla News Article Categorization Using Conv-LSTM Net. It is a multi-class classification problem.
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.
[AAAI 2021] - Simple or Complex? Learning to Predict Readability of Bengali Texts.
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…
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