datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Bangla-TextBook
Accepted in ACL Main 2025
TigerLLM - A Family of Bangla Large Language Models
Nishat Raihan, Marcos Zampieri
George Mason University, VA, USA
mraihan2@gmu.edu
---
If you find our work helpful, please consider citing our paper:
@inproceedings{raihan-zampieri-2025-tigerllm,
title = "{T}iger{LLM} - A Family of {B}angla Large Language Models",
author = "Raihan, Nishat and
Zampieri, Marcos",
editor = "Che, Wanxiang and
Nabende, Joyce… See the full description on the dataset page: https://huggingface.co/datasets/md-nishat-008/Bangla-TextBook.Bangla-Instruct
Accepted in ACL Main 2025
TigerLLM - A Family of Bangla Large Language Models
Nishat Raihan, Marcos Zampieri
George Mason University, VA, USA
mraihan2@gmu.edu
If you find our work helpful, please consider citing our paper:
@inproceedings{raihan-zampieri-2025-tigerllm,
title = "{T}iger{LLM} - A Family of {B}angla Large Language Models",
author = "Raihan, Nishat and
Zampieri, Marcos",
editor = "Che, Wanxiang and
Nabende, Joyce and… See the full description on the dataset page: https://huggingface.co/datasets/md-nishat-008/Bangla-Instruct.Institutional-Information-of-Bangladesh
Institutional-Information-of-Bangladesh Dataset
This Dataset contains all verified and authorized Institutional information in Bangladesh
Description
I have collected all data from bangladeshi government authorized web portal and also shared this link in the data source section,
this dataset is sutitable for various NLP tasks
Data Source
http://data.gov.bd/
Dataset Card Authors
Mahadi Hassan
Dataset Card Contact… See the full description on the dataset page: https://huggingface.co/datasets/Mahadih534/Institutional-Information-of-Bangladesh.BanglaSEC
BanglaSEC
A 1.18M-pair parallel corpus for Bangla spelling error correction, with character-level error masks across 14 error types.
BanglaSEC is the corpus introduced in A transformer based spelling error correction framework for Bangla and resource scarce Indic languages (Bijoy, Hossain, Islam & Shatabda, Computer Speech & Language 89:101703, 2025). Each row pairs a correct Bangla word with an erroneous form, labelled by error type and annotated with a binary mask marking… See the full description on the dataset page: https://huggingface.co/datasets/mehedihasanbijoy/BanglaSEC.BanglaSleep-CoT
BanglaSleep-CoT
The first Bengali-language sleep health instruction dataset with chain-of-thought reasoning traces.
Built for the Uncharted Data Challenge by Adaption Labs.
Expanded using Adaptive Data by Adaption.
Dataset at a Glance
Why This Dataset Exists
Every major sleep health AI model — Google PH-LLM (Nature Medicine, 2025), PaPaGei (ICLR 2025), WatchSleepNet (CHIL 2025) — was trained exclusively on Western clinical… See the full description on the dataset page: https://huggingface.co/datasets/tasfuuu19/BanglaSleep-CoT.BanglaGEC
BanglaGEC: A Large-Scale Parallel Corpus for Bangla Grammatical Error Correction
BanglaGEC is a large-scale parallel corpus of 7,074,425 (~7.1M) sentence pairs for Bangla (Bengali) Grammatical Error Correction (GEC). Each pair maps a grammatically erroneous Bangla sentence to its grammatically correct counterpart, along with the error type, making it directly usable for training and evaluating sequence-to-sequence models, transformers, and large language models on the Bangla… See the full description on the dataset page: https://huggingface.co/datasets/nahid-hub/BanglaGEC.BanglaPRCorpus
BanglaPRCorpus
A 1.48M-pair corpus for Bangla punctuation restoration — unpunctuated source sentences paired with their fully punctuated targets, labelled by how many punctuation marks were removed.
BanglaPRCorpus is the corpus introduced in Advancing Bangla Punctuation Restoration by a Monolingual Transformer-Based Method and a Large-Scale Corpus (Bijoy et al., EMNLP 2023 Workshop on Bangla Language Processing), alongside the Jatikarok model.
Each row is a (source, target)… See the full description on the dataset page: https://huggingface.co/datasets/mehedihasanbijoy/BanglaPRCorpus.bangla-health-related-paraphrased-dataset
Dataset Card for "BanglaHealthParaphrase"
BanglaHealthParaphrase is a Bengali paraphrasing dataset specifically curated for the health domain. It contains over 200,000 sentence pairs, where each pair consists of an original Bengali sentence and its paraphrased version. The dataset was created through a multi-step pipeline involving extraction of health-related content from Bengali news sources, English pivot-based paraphrasing, and back-translation to ensure linguistic diversity… See the full description on the dataset page: https://huggingface.co/datasets/faisal4590aziz/bangla-health-related-paraphrased-dataset.Bangla-Code-Instruct
🐯 Bangla-Code-Instruct: A Comprehensive Bangla Code Instruction Dataset
Accepted at LREC 2026
Nishat Raihan, Antonios Anastasopoulos, Marcos Zampieri
George Mason University, Fairfax, VA, USA
The first large-scale Bangla code instruction dataset (300K examples) for training Code LLMs in Bangla.
⚠️ Note: The dataset will be released after the LREC 2026 conference. Stay tuned!
Overview
Bangla-Code-Instruct is a comprehensive… See the full description on the dataset page: https://huggingface.co/datasets/md-nishat-008/Bangla-Code-Instruct.BanglaSumWe created a dataset by web scraping different online newspapers like ‘The Daily Star’, ‘ProthomAlo’, and ‘BBC News Bangla’ using the Beautiful Soup library of Python. The dataset's features are ‘title’, ‘text’ & ‘summary’.
The dataset was preprocessed using the Python library ‘pandas’ and all duplicates and null values were eliminated and the total number of rows remaining is 9311. Since there is a lack of datasets in the Bengali language, this dataset will be useful for tasks like text… See the full description on the dataset page: https://huggingface.co/datasets/midnightGlow/BanglaSum.Bangladeshi_Doctor_List
Bangladeshi_Doctor_List Dataset
This Dataset contains all verified and authorized Docto information in Bangladesh
Description
I have collected all data from bangladeshi government authorized web portal and also shared this link in the data source section,
this dataset is sutitable for various NLP tasks
Data Source
http://data.gov.bd/
Dataset Card Authors
Mahadi Hassan
Dataset Card Contact
mahadise01@gmail.com
Linkdin:… See the full description on the dataset page: https://huggingface.co/datasets/Mahadih534/Bangladeshi_Doctor_List.Bangla-TextBook
Accepted in ACL Main 2025
TigerLLM - A Family of Bangla Large Language Models
Nishat Raihan, Marcos Zampieri
George Mason University, VA, USA
mraihan2@gmu.edu
---
If you find our work helpful, please consider citing our paper:
@inproceedings{raihan-zampieri-2025-tigerllm,
title = "{T}iger{LLM} - A Family of {B}angla Large Language Models",
author = "Raihan, Nishat and
Zampieri, Marcos",
editor = "Che, Wanxiang and
Nabende, Joyce… See the full description on the dataset page: https://huggingface.co/datasets/BadarHossain/Bangla-TextBook.