bengali-nlp

There are 2 repositories under bengali-nlp topic.

sagorbrur / bnlp
BNLP is a natural language processing toolkit for Bengali Language.
bangla bangla-nlp bangla-pos-tagging bangla-word2vec bengal-pos-tagging bengali bengali-fasttext bengali-language bengali-ner bengali-nlp bengali-nlp-library bengali-tokenization bengali-word-embedding bengali-word2vec bn-glove named-entity-recognition ner nlp nltk-tokenizer
Language:Jupyter Notebook 290
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.
bangla-nlp bangla-language-processing bangla-natural-language-processing sentiment-classification document-classification emotion-classification named-entity-recognition natural-language-inference textual-entailment bert bert-fine-tuning xlm-roberta mbert bengali-nlp bengali-language-processing bengali-natural-language-processing banglabert multilingual-models
Language:Python 245
Bangla-RAG / PoRAG
Fully Configurable RAG Pipeline for Bengali Language RAG Applications. Supports both Local and Huggingface Models, Built with Langchain.
ai bengali bengali-nlp chromadb langchain llama3 llm nlp rag transformers
Language:Python 41
rezacsedu / Bengali-Hate-Speech-Dataset
Dataset for identifying potential hates (e.g., political, religious, personal, gender abusive, geopolitical, etc.) for under-resourced Bengali language.
nlp bengali-nlp bengali machine-learning word-embeddings hate-speech-detection
23
sagorbrur / bntransformer
Bengali transformer using transformers
bengali bengali-language-modeling bengali-transformer transformers nlp bengali-question-answering bengali-ner bengali-nlp bangla
Language:Python 20
asiff00 / Bangla-Llama
Fine tuned llama 3 models for context based question answering in bengali language.
bengali bengali-nlp huggingface llama3 question-answering rag
Language:Jupyter Notebook 11
sagorbrur / bnaug
Bangla Text Augmentation
bangla bengali bengali-nlp text-augmentation bangla-text-augmentation augmentation-libraries back-translation
Language:Jupyter Notebook 11
tafseer-nayeem / BengaliReadability
[AAAI 2021] - Simple or Complex? Learning to Predict Readability of Bengali Texts.
bengali-nlp bengali-natural-language-processing bengali-language-processing bengali-readability bengali-readability-analysis bengali-readability-prediction readability-dataset bengali-readability-dataset low-resource-languages
Language:Python 9
faruk-ahmad / bnemo
A Python package for translating emoji, emoticons into Bengali text for NLP tasks.
bengali bengali-dataset bengali-nlp nlp python-package
Language:Python 8
omar-sharif03 / BAD-Bangla-Aggressive-Text-Dataset
neurocomputing toxicity aggression-identification bengali-nlp benchmark-datasets text-classification
8
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.
natural-language-processing nlp bengali-nlp bengali-natural-language-processing bnlp pos-tagging pos-tagger machine-learning ml crf-model python3 deep-learning natural-language-generation natural-language-toolkit natural-language-understanding rajdeep-das rajspeaks
Language:Jupyter Notebook 7
tafseer-nayeem / BengaliSummarization
[EACL 2021] - Unsupervised Abstractive Summarization of Bengali Text Documents.
bengali-nlp bengali-summarization abstractive-summarization bengali-abstractive-summarization summarization-dataset bengali-summarization-dataset low-resource-languages
Language:Python 7
Bengali-News-Summarization-BanglaT5
ambideXtrous9 / Bengali-News-Summarization-BanglaT5
Bengali News Summarization - BengaliGPT & T5
bangla-nlp bengali-nlp nlp pytorch-lightning t5 transformer
Language:Python 5
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.
bengali-nlp text-visualization bengali-natural-language-processing colab-notebook nlp-machine-learning sklearn matplotlib-pyplot scikit-learn natural-language-processing data-visualization rajdeep-das rajspeaks visualization
Language:Jupyter Notebook 4
asiff00 / Bengali-Sentence-Error-Correction
Fine-tune mBart 50 for Bengali Sentence Error Correction
bengali-nlp fine-tuning grammar-correction mbart50 natural-language-processing nlp transformers translation
Language:Jupyter Notebook 3
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
bnlp bengali bengali-natural-language-processing bengali-nlp bengali-language-processing nlp-parsing nlp-machine-learning nlp natural-language-processing natural-language-understanding nlp-library ner named-entity-recognition bengali-dataset machine-learning ml rajdeep-das rajspeaks
Language:Jupyter Notebook 3
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.
nlp nlp-machine-learning nlp-library natural-language-processing natural-language-understanding bengali-natural-language-processing bengali-nlp bengali bengali-language-processing bengali-dataset postagging postagger stemming stemmer tokenizer-parser english machine-learning rajdeep-das rajspeaks
Language:Jupyter Notebook 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.
bengali bengali-nlp bangla-pos-tagging bangla-postag bengali-pos-tagging bengali-natural-language-processing nlp pos-tagging pos-tagger nltk indian-language natural-language-processing machine-learning rajdeep-das rajspeaks
Language:Jupyter Notebook 3
AKC23 / Harnessing-LLMs-over-transformer-models-for-detecting-Bengali-depressive-text-A-comprehensive-study
Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study
bengali-nlp deep-learning depression-detection large-language-model natural-language-processing sentiment-analysis social-media transformer-models
Language:Jupyter Notebook 2
sagorbrur / Bengali-NLP-Progress
Repository to track the state of the art research progress in Bengali natural language processing for most common task
nlp bengali-nlp bengali-nlp-research bangla bangla-nlp nlp-tasks
2
abirmondal / detect-abusive-comment
AI project to detect abusive comments in social media.
abusive-language-detection bangla bangla-nlp bengali bengali-nlp abusive-comment-detection
Language:Jupyter Notebook 1
abirmondal / multi-label-hate-speech-classification
In this project we have tried to do multi-label hate-speech classification in Bengali and Hindi language using fill-mask transformer models.
bengali bengali-nlp bert-fine-tuning distilbert-fine-tuning hate-speech hate-speech-detection hindi nlp roberta-fine-tuning text-classification toxic-comment-classification toxicity-classification
Language:Jupyter Notebook 1
auromitamitra / Bengali_Word_Finder
Tool to generate lists of Bengali words and transcriptions matching given phonological descriptions
bengali-nlp bangla bengali phonetics corpus-tools linguistics
Language:Python 1
banglanlp / banglanlp.github.io
Bangla Language Computing Research
bangla-nlp bangla-natural-language-processing bangla-language-computing bangla-language-processing bengali-nlp bengali-language-processing bengali-natural-language-processing
1
Md-Emon-Hasan / ML-Project-Bangali-Comments-Sentiment-Analysis
💬 Classify Bengali comments as positive or negative. It provides valuable insights for social media to improve satisfaction based on sentiment analysis.
ai bengali bengali-nlp data-science machine-learning nlp sentiment-analysis sentiment-classification text-analysis text-classification
Language:Jupyter Notebook 1
NuhashHaque / Bangla-Sentiment-Analysis-with-CNN-BiLSTM-based-Hybrid-Network
nlp bengali-nlp sentiment-classification sentiment-analysis lstm cnn opinion-mining
Language:Jupyter Notebook 1
sagorbrur / bnflair
Bengali flair based model collection
bengali bengali-nlp flair flair-embeddings
1
ShafakatArnob / Automatic-Bengali-Subtitle-Generation-Deep-Learning
Automatic Subtitle Generation for Bengali Multimedia Using Deep Learning.
automatic-speech-recognition bengali-audio bengali-nlp bengali-subtitle-generation character-error-rate common-voice-dataset deep-learning deep-neural-networks fine-tuning machine-generated-subtitle state-of-the-art subtitle-generation timecode-generator transcription wav2vec2 word-error-rate
Language:Jupyter Notebook 1
unmuktoai / .github
We're on a journey to enhance AI and machine learning for the Bengali language, and we're looking for like-minded individuals to join us.
ai aiml artificial-intelligence bangladesh bengali bengali-language bengali-language-model bengali-nlp community community-project machine-learning machine-learning-algorithms machinelearning west-bengal westbengal
1
adhirajghosh / irony-bengali-baseline
This is the project page of the dataset for the binary and multi-label classification of irony in Bengali Tweets.
bengali-nlp dataset irony-detection natural-language-processing
0
bengali-geonames-python-lib
bengali-geowordnet / bengali-geonames-python-lib
Bengali Geonames python library
geonames bengali-nlp library python bengali
Language:Python 0
maayeesha / Audio-Hate-Speech-Classification
This repository contains code for classifying hate speech in Bengali audio.
audio bengali-nlp deep-learning machine-learning natural-language-processing
Language:Jupyter Notebook 0
ShafakatArnob / Bengali-Misogyny-Identification-Deep-Learning-LIME
Bengali Misogyny Identification with Deep Learning and LIME.
accuracy banglabert bengali-misogyny bengali-nlp bengali-sexism bert crosslingual deep-learning deep-neural-networks explainable-ai f1-score fine-tuning lime mbert misogyny-detection multilingual sexism-detection
Language:Jupyter Notebook 0
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.
bengali-character-recognition bengali-digit bengali-digit-recognition bengali-font bengali-natural-language-processing bengali-nlp cnn cnn-classification cnn-model computer-vision matlab matlab-codes ocr ocr-recognition ocr-text-reader cnn-matlab ocr-matlab
0
sagorbrur / sagorbrur.github.io
bangla-nlp bengali-nlp blog deep-learning machine-learning nlp nlp-blog sagorsarker
Language:HTML

bengali-nlp

sagorbrur / bnlp

csebuetnlp / banglabert

Bangla-RAG / PoRAG

rezacsedu / Bengali-Hate-Speech-Dataset

sagorbrur / bntransformer

asiff00 / Bangla-Llama

sagorbrur / bnaug

tafseer-nayeem / BengaliReadability

faruk-ahmad / bnemo

omar-sharif03 / BAD-Bangla-Aggressive-Text-Dataset

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

tafseer-nayeem / BengaliSummarization

ambideXtrous9 / Bengali-News-Summarization-BanglaT5

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

asiff00 / Bengali-Sentence-Error-Correction

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

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

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

AKC23 / Harnessing-LLMs-over-transformer-models-for-detecting-Bengali-depressive-text-A-comprehensive-study

sagorbrur / Bengali-NLP-Progress

abirmondal / detect-abusive-comment

abirmondal / multi-label-hate-speech-classification

auromitamitra / Bengali_Word_Finder

banglanlp / banglanlp.github.io

Md-Emon-Hasan / ML-Project-Bangali-Comments-Sentiment-Analysis

NuhashHaque / Bangla-Sentiment-Analysis-with-CNN-BiLSTM-based-Hybrid-Network

sagorbrur / bnflair

ShafakatArnob / Automatic-Bengali-Subtitle-Generation-Deep-Learning

unmuktoai / .github

adhirajghosh / irony-bengali-baseline

bengali-geowordnet / bengali-geonames-python-lib

maayeesha / Audio-Hate-Speech-Classification

ShafakatArnob / Bengali-Misogyny-Identification-Deep-Learning-LIME

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

sagorbrur / sagorbrur.github.io