Bangla word2vec using skipgram approach

Implementation of different NLP tasks using PyTorch

A machine learning approach using trigram to categorized Bengali text corpus. This code is used in research work which is published in one of the IEEE conferences.

Bengali Language Model Tool using fastai's ULMFit

Bangla pretrained and trained Sentence embedding using transformer

The data and code of 'BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech', published in the Proceedings of the First Workshop on Bangla Language Processing, EMNLP 2023.

Converts a Bangla numeric string to literal words.

With the rapid growth of Bangla music industry huge volume of Bangla songs are produced every day. Immense number of producers, lyricists, singers and artists are involved in production of songs from different genres. Among many genres of Bangla music; classical, folk, baul, modern music, Rabindra Sangeet, Nazrul Geeti, film music, rock music an…

This Project aims to train different models that can detect Bengali hate speech on different social media platforms and do a comparative analysis of the models

বাংলায় ন্যাচারাল ল্যাঙ্গুয়েজ প্রসেসিং এর উপর লেখা সিরিজের জন্য কোড রিপোজিটরি

The official GitHub repository of the Bangla Visual Question Answering (VQA) system ChitroJera

This project focuses on sentiment analysis of Bangla text data, aiming to classify comments as positive or negative. The model leverages deep learning techniques and advanced natural language processing (NLP) methods tailored for Bangla, including custom text preprocessing and AI models.

This repository contains my undergraduate thesis done at Department of CSE, BUET

The default auto correct dictionary added in avro Bangla keyboard doesn't contain enough word. So, this is my approach to enrich the dictionary. This file contains the correct spelling of commonly used Bangla words.

First Bangla Language Processing Workshop @ EMNLP 2023: Bangla Sentiment Analysis

The data and code of 'NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset', published in the Findings of the Association for Computational Linguistics, EMNLP 2023.

Bengali Hate Speech Detection using Bag of Words, Binary Bag of Words and TF_IDF. Accuracy for Bag of Words 56.67% , Binary Bag of Words 57.22% , TF-IDF 56.89%.

This is the official repository of the paper titled "BnPC: A Gold Standard Corpus for Paraphrase Detection in Bangla, and its Evaluation", accepted in The 17th Workshop on Building and Using Comparable Corpora (BUCC 2024) co-located with LREC-COLING 2024. It contains the codes and the dataset.