bangla-nlp
There are 10 repositories under bangla-nlp topic.
- Language:Jupyter Notebook 266
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-nlpbangla-language-processingbangla-natural-language-processingsentiment-classificationdocument-classificationemotion-classificationnamed-entity-recognitionnatural-language-inferencetextual-entailmentbertbert-fine-tuningxlm-robertambertbengali-nlpbengali-language-processingbengali-natural-language-processingbanglabertmultilingual-modelsLanguage:Python 229This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.
Language:Python 145menon92 / DL-Sneak-Peek
Deep learning Bangla resources with TensorFlow
Language:Jupyter Notebook 138This repository contains the official release of the model "BanglaT5" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla".
Language:Python 80sagorbrur / bangla-bert
Bangla-Bert is a pretrained bert model for Bengali language
Language:Jupyter Notebook 70lifeparticle / Bengali-Alphabet
✍️ Bengali alphabet (বাংলা বর্ণমালা)
Language:JavaScript 58- bnlp-resources
banglanlp / bnlp-resources
Awesome datasets for Bangla language computing.
Language:Python 53 - Language:Jupyter Notebook 49
Bangla Machine Translator
Language:Python 38Sigmakib2 / Nirmol
Nirmol is an open-source dataset and API for detecting Bangla slang words. Detect offensive/bad/slang words in Bangla/Bengali/Banglish sentences. A helpful API and dataset for developers and researchers.
Language:JavaScript 30zabir-nabil / bangla-news-rnn
Bangla news classification and generation
Language:Jupyter Notebook 20MahirMahbub / Contextual-Spell-Checker-For-Bangla
Automatic Context Sensitive Spelling Correction for Bangla Text Using Bert and Levenstein Distance
Language:Python 18ashwoolford / bnltk
BNLTK(Bangla Natural Language Processing Toolkit): a python package for NLP in Bangla
Language:Python 16Bangla word2vec using skipgram approach
Language:Jupyter Notebook 15This repository contains the code, data, and associated models of the paper titled "BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset", accepted in Proceedings of the Asia-Pacific Chapter of the Association for Computational Linguistics: AACL 2022.
Language:Python 13- Language:Python 11
Ayubur / bangla-sentiment-analysis-datasets
Different bangla datasets for sentiment analysis on bangla text
Botbang / avro-bangla-autocorrect-dictionary-enriched
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.
KSMubasshir / bd-newspaper-crawlers
A collection of Bangla newspaper and blog crawlers. Can be used to mine bangla text data for Natural Language Processing tasks.
Language:Python 10AsifulNobel / Metsys
Chatbot Solution for Resource-Poor Languages. Contains code and data for Journal Article 'Focused domain contextual AI chatbot framework for resource poor languages'.
Language:Python 8Foysal87 / NLP-colab-trainer
A collection of colab trainer for NLP tasks.
aparnadutta / code-mixed-lid
Word-level language identification for Bangla-English code-mixed social media data, using a BiLSTM with subword embeddings.
Language:Python 7MISabic / NER-Bangla-Dataset
Dataset for Bangla named entity recognition
- Bengali-News-Summarization-BanglaT5
ambideXtrous9 / Bengali-News-Summarization-BanglaT5
Bengali News Summarization - BengaliGPT & T5
Language:Python 5 BengaliAI / bengaliAnalyzer
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.
Language:Jupyter Notebook 5rafayetrafi / BanglaMusicStylo-A-Stylometric-Dataset-of-Bangla-Music-Lyrics
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 and fusion music has gained the highest popularity. Lyricists try to express their feelings and views towards any situation or subject through their writings. Therefore, each lyricist have their own dictionary of thoughts to put on music lyrics. In this paper, we have presented “BanglaMusicStylo”, the very first stylometric dataset of Bangla music lyrics. We have collected 2824 Bangla song lyrics of 211 lyricists in a digital form. All the lyrics are stored in text format for further use. This dataset could be used for stylometric analysis such as authorship attribution, linguistic forensics, gender identification from textual data, Bangla music genre classification, vandalism detection, emotion classification etc. Identifying the significant research opportunities in this area, we have formalized this dataset which could be used for stylometric analysis.
ShawonAshraf / bangla-nlp-tutorial
বাংলায় ন্যাচারাল ল্যাঙ্গুয়েজ প্রসেসিং এর উপর লেখা সিরিজের জন্য কোড রিপোজিটরি
Language:Jupyter Notebook 4alvi-khan / Bangla-HealthNER
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.
Language:Python 3dv66 / bangla-number-in-words
Converts a Bangla numeric string to literal words.
Language:Python 3Kabir5296 / banglanlptoolkit
Bangla NLP toolkit: Bangla text normalization, punctuation generation and augmentation for Bangla NLP tasks. This project is available on PyPi as well.
Language:Python 3- Language:Jupyter Notebook 3
- Language:Python 3
- BanglaCHQ-Summ
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.
Language:Python 2 fuerostic / Aboho
A Bangla NLP application with python interactive gui for Bengali text summerization, sentiment analysis and word cloud generation.
Language:QML 2
