GitHub topics: bengali-natural-language-processing

Repositories

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

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.

Language: Jupyter Notebook - Size: 15 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

Rajspeaks/Deep-Learning-Approach-to-Bengali-Word-Embedding-using-BengaliWord2Vec-from-BNLP

Bengali word embedding using BengaliWord2Vec from BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

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

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

Language: Jupyter Notebook - Size: 784 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 78.1 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

csebuetnlp/banglabert

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 Chapter of the Association for Computational Linguistics: NAACL-2022.

Language: Python - Size: 1.14 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 230 - Forks: 31

shahariar-shibli/Bengali-Fake-Reviews-A-Benchmark-Dataset-and-Detection-System

Bengali/Bangla Fake Review Detection Dataset

Language: Jupyter Notebook - Size: 8.27 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

eftekhar-hossain/MUTE-AACL22

[AACL'22] A Multimodal Dataset for Bengali Hateful Memes Detection

Language: Jupyter Notebook - Size: 437 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

amiruzzaman1/Cyberbullying-Detection-Bangla

This repository is dedicated to advancing the field of cyberbullying detection in the Bangla language through the development and thorough evaluation of machine learning and deep learning models. Cyberbullying poses a significant challenge in the digital landscape, and this project aims to provide effective tools for identifying.

Language: Python - Size: 8.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

eftekhar-hossain/Multimodal-Sentiment-LREC2022

This repository contains the relevant materials of the LREC-22 paper.

Language: Jupyter Notebook - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

eftekhar-hossain/Bengali-Document-Categorization

Bangla News Article Categorization Using Conv-LSTM Net. It is a multi-class classification problem.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 3

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

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

Language: Jupyter Notebook - Size: 76.2 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

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

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

Language: Jupyter Notebook - Size: 9.41 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

showrav-ansary/bengali_analyzer

This module helps to analyze Bengali sentences. It can analyze various entities. Can do non contextual PoS tagging. Is capable of returning the lemmas present in a sentence.

Size: 2.33 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

tafseer-nayeem/BengaliReadability

Code and Dataset of our work, Simple or Complex? Learning to Predict Readability of Bengali Texts accepted at AAAI 2021.

Language: Python - Size: 9.52 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 5

Shohrab-Hossain/Bengali-Numerals-Classification-using-CNN

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 Convolutional Neural Network (CNN) will be designed. The CNN will be trained using the training dataset of Bengali handwritten numerical. After training, the CNN will be tested using the testing dataset for recognition accuracy.

Size: 42.8 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0