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Bengali datasets
archive 2025-07-2866 datasets carry the language tag "Bengali", ordered by the archive's paper count. Page 1 of 2: 48 shown of 66. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 50 language tags shown of 367, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
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Bengali datasets 1–48 of 66
This corpus comprises of monolingual data for 100+ languages and also includes data for romanized languages.
115 papers · 0 benchmarks
MGSM (Multilingual Grade School Math)
Multilingual Grade School Math Benchmark (MGSM) is a benchmark of grade-school math problems.
107 papers · 1 benchmark
WikiANN (PAN-X)
WikiANN, also known as PAN-X, is a multilingual named entity recognition dataset.
72 papers · 4 benchmarks
OSCAR or Open Super-large Crawled ALMAnaCH coRpus is a huge multilingual corpus obtained by language classification and filtering of the Common Crawl corpus using the goclassy architecture.
64 papers · 0 benchmarks
XL-Sum is a comprehensive and diverse dataset for abstractive summarization comprising 1 million professionally annotated article-summary pairs from BBC, extracted using a set of carefully designed heuristics.
64 papers · 0 benchmarks
Samanantar is the largest publicly available parallel corpora collection for Indic languages: Assamese, Bengali, Gujarati, Hindi, Kannada, Malayalam, Marathi, Oriya, Punjabi, Tamil, Telugu.
40 papers · 0 benchmarks
IGLUE (Image-Grounded Language Understanding Evaluation)
The Image-Grounded Language Understanding Evaluation (IGLUE) benchmark brings together—by both aggregating pre-existing datasets and creating new ones—visual question answering, cross-modal retrieval, grounded reasoning, and grounded…
31 papers · 0 benchmarks
IndicCorp is a large monolingual corpora with around 9 billion tokens covering 12 of the major Indian languages.
28 papers · 0 benchmarks
XM 3600 (Crossmodal 3600)
Research in massively multilingual image captioning has been severely hampered by a lack of high-quality evaluation datasets.
28 papers · 0 benchmarks
OASST1 (OpenAssistant Conversations Dataset)
license: apache-2.0 tags: human-feedback sizecategories: 100K Languages with under 1000 messages Vietnamese: 952 Basque: 947 Polish: 886 Hungarian: 811 Arabic: 666 Dutch: 628 Swedish: 512 Turkish: 454 Finnish: 386 Czech: 372 Danish: 358…
25 papers · 0 benchmarks
IndicGLUE (Indic General Language Understanding Evaluation Benchmark)
We now introduce IndicGLUE, the Indic General Language Understanding Evaluation Benchmark, which is a collection of various NLP tasks as de- scribed below.
16 papers · 4 benchmarks
X-FACT is a large publicly available multilingual dataset for factual verification of naturally existing real-world claims.
16 papers · 0 benchmarks
SentNoB (SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts)
Social Media User Sentiment Analysis Dataset.
12 papers · 0 benchmarks
Global Voices is a multilingual dataset for evaluating cross-lingual summarization methods.
9 papers · 0 benchmarks
NumtaDB (Assembled Bengali Handwritten Digits)
To benchmark Bengali digit recognition algorithms, a large publicly available dataset is required which is free from biases originating from geographical location, gender, and age.
7 papers · 0 benchmarks
Introduces three datasets of expressing hate, commonly used topics, and opinions for hate speech detection, document classification, and sentiment analysis, respectively.
6 papers · 0 benchmarks
Naamapadam is a Named Entity Recognition (NER) dataset for the 11 major Indian languages from two language families.
6 papers · 0 benchmarks
This dataset consists of images and annotations in Bengali.
5 papers · 1 benchmark
MuMiN is a misinformation graph dataset containing rich social media data (tweets, replies, users, images, articles, hashtags), spanning 21 million tweets belonging to 26 thousand Twitter threads, each of which have been semantically…
5 papers · 0 benchmarks
This dataset contains images of individual hand-written Bengali characters.
3 papers · 1 benchmark
The IndicNLP corpus is a large-scale, general-domain corpus containing 2.7 billion words for 10 Indian languages from two language families.
3 papers · 0 benchmarks
A special corpus of Indian languages covering 13 major languages of India.
3 papers · 13 benchmarks
MUTE (Multimodal Bengali Hateful Memes Dataset)
MUTE This is the first open-source Bengali Hateful Meme dataset, consisting of around 4200 memes annotated with two labels: hate and not hate.
3 papers · 0 benchmarks
A multilingual dataset for the task of multilingual claim span identification.
3 papers · 0 benchmarks
AM2iCo (Adversarial and Multilingual Meaning in Context)
AM2iCo is a wide-coverage and carefully designed cross-lingual and multilingual evaluation set.
2 papers · 0 benchmarks
BN-HTRd (BN-HTRd: A Benchmark Dataset for Document Level Offline Bangla Handwritten Text Recognition (HTR))
We introduce a new Dataset (BN-HTRd) for offline Handwritten Text Recognition (HTR) from images of Bangla scripts comprising words, lines, and document-level annotations.
2 papers · 2 benchmarks
A Dataset to Identify Manipulated Social Media News in Bangla We construct a publicly available Bangla dataset of 800 news-related social media items that are annotated as manipulated or not relative to 500 reference news articles.
2 papers · 0 benchmarks
Kaleidoscope (Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation)
The evaluation of vision-language models (VLMs) has mainly relied on English-language benchmarks, leaving significant gaps in both multilingual and multicultural coverage.
2 papers · 0 benchmarks
MuCo-VQA consist of large-scale (3.7M) multilingual and code-mixed VQA datasets in multiple languages: Hindi (hi), Bengali (bn), Spanish (es), German (de), French (fr) and code-mixed language pairs: en-hi, en-bn, en-fr, en-de and en-es.
2 papers · 0 benchmarks
OpenSLR (Open Speech and Language Resources)
OpenSLR is a repository of open speech and language resources, including large-scale transcribed audio corpora and related software.
2 papers · 1 benchmark
It consists of an extensive collection of a high quality cross-lingual fact-to-text dataset in 11 languages: Assamese (as), Bengali (bn), Gujarati (gu), Hindi (hi), Kannada (kn), Malayalam (ml), Marathi (mr), Oriya (or), Punjabi (pa),…
2 papers · 1 benchmark
ANCHOLIK-NER (ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition)
We developed ANCHOLIK-NER, a Bangla Regional Named Entity Recognition dataset focusing on the Sylhet, Chittagong, and Barishal dialects.
1 paper · 0 benchmarks
BFRD (Bengali Fake Review Dataset)
This is a binary dataset used for Bengali fake review detection in the paper "Bengali Fake Reviews: A Benchmark Dataset and Detection System" accepted in Neurocomputing, a journal published by Elsevier.
1 paper · 0 benchmarks
BN-AuthProf (Bangla Author Profiling Dataset)
Although research on author profiling has quite progressed in abundant resources languages, it is still infancy for limited resources languages such as Bengali.
1 paper · 1 benchmark
1 paper · 0 benchmarks
We provide a Mikolov-style word-analogy evaluation set specifically for Bangla, with a sample size of 16678, as well as a translated and curated version of the Mikolov dataset, which contains 10594 samples for cross-lingual research.
1 paper · 0 benchmarks
BanglaBook (Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews)
This repository contains the code, data, and models of the paper titled "BᴀɴɢʟᴀBᴏᴏᴋ: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews" published in the Findings of the Association for Computational Linguistics: ACL…
1 paper · 1 benchmark
BanglaEmotion (BanglaEmotion: A Benchmark Dataset for Bangla Textual Emotion Analysis)
BanglaEmotion is a manually annotated Bangla Emotion corpus, which incorporates the diversity of fine-grained emotion expressions in social-media text.
1 paper · 0 benchmarks
A Bilingual Dataset for Bangla and English Voice Commands Colloquial Bangla has adopted many English words due to colonial influence.
1 paper · 1 benchmark
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
The dataset contains 36000 Bangla data based on Ekman's six basic emotions.
1 paper · 1 benchmark
Our dataset, BSMDD, was collected from various open social media platforms and translated and annotated by native Bengali speakers with expertise in both language and mental health.
1 paper · 0 benchmarks
Dhoroni (Dhoroni: A Multi-Perspective Bengali Climate Change and Environmental News Dataset)
Climate change poses critical challenges globally, disproportionately affecting low-income countries that often lack resources and linguistic representation on the international stage.
1 paper · 1 benchmark
Dataset Summary INCLUDE is a comprehensive knowledge- and reasoning-centric benchmark across 44 languages that evaluates multilingual LLMs for performance in the actual language environments where they would be deployed.
1 paper · 0 benchmarks
IRLCov19 is a multilingual Twitter dataset related to Covid-19 collected in the period between February 2020 to July 2020 specifically for regional languages in India.
1 paper · 0 benchmarks
M3LS (Multi-Lingual Multi-Modal Summarization Dataset)
Significant developments in techniques such as encoder-decoder models have enabled us to represent information comprising multiple modalities.
1 paper · 0 benchmarks
MAKED (MultiModal MultiLingual Summarization and Keyword Extraction Dataset)
Keyword extraction is an integral task for many downstream problems like clustering, recommendation, search and classification.
1 paper · 0 benchmarks
MILU (Multi-task Indic Language Understanding Benchmark)
Overview MILU (Multi-task Indic Language Understanding Benchmark) is a comprehensive evaluation dataset designed to assess the performance of Large Language Models (LLMs) across 11 Indic languages.
1 paper · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.