Repository to track the state of the art research progress in Bengali natural language processing for most common task

A Python package for translating emoji, emoticons into Bengali text for NLP tasks.

This is the project page of the dataset for the binary and multi-label classification of irony in Bengali Tweets.

[AAAI 2021] - Simple or Complex? Learning to Predict Readability of Bengali Texts.

[EACL 2021] - Unsupervised Abstractive Summarization of Bengali Text Documents.

Bangla Language Computing Research

Bengali Geonames python library

Tool to generate lists of Bengali words and transcriptions matching given phonological descriptions

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…

Dataset for identifying potential hates (e.g., political, religious, personal, gender abusive, geopolitical, etc.) for under-resourced Bengali language.

Machine Learning approach to Bengali Corpus POS Tagging using BNLTK. This is an experimenting 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.

This repository consists of Bengali Text-Visualization using Word2Vec Model. 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 flair based model collection

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…

Bengali News Summarization - BengaliGPT & T5

Bengali transformer using transformers