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Arabic datasets
archive 2025-07-28109 datasets carry the language tag "Arabic", ordered by the archive's paper count. Page 1 of 3: 48 shown of 109. 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
English 3,998Chinese 460German 199French 190Spanish 156Russian 143Japanese 111Arabic 109Italian 98Portuguese 93Hindi 81Vietnamese 71Korean 68Bengali 66Turkish 63Persian 60Dutch 51Tamil 49Indonesian 44Polish 44Czech 41Danish 35Finnish 35Telugu 35Romanian 34Urdu 34Thai 33Marathi 31Hungarian 29Multilingual 29Swedish 29Greek 26Gujarati 26Hebrew 25Mandarin Chinese 25Estonian 24Malayalam 23Ukrainian 23Bulgarian 22Basque 21Kannada 19Punjabi 19Catalan 18Croatian 18Slovak 18Swahili 18Lithuanian 17Latvian 16Norwegian 16Serbian 16
Arabic datasets 1–48 of 109
This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code".
1,201 papers · 1 benchmark
The Universal Dependencies (UD) project seeks to develop cross-linguistically consistent treebank annotation of morphology and syntax for multiple languages.
520 papers · 5 benchmarks
Common Voice is an audio dataset that consists of a unique MP3 and corresponding text file.
449 papers · 143 benchmarks
XNLI (Cross-lingual Natural Language Inference)
The Cross-lingual Natural Language Inference (XNLI) corpus is the extension of the Multi-Genre NLI (MultiNLI) corpus to 15 languages.
349 papers · 7 benchmarks
AffectNet (burak yılmaz)
AffectNet is a large facial expression dataset with around 0.4 million images manually labeled for the presence of eight (neutral, happy, angry, sad, fear, surprise, disgust, contempt) facial expressions along with the intensity of valence…
323 papers · 4 benchmarks
OntoNotes 5.0 is a large corpus comprising various genres of text (news, conversational telephone speech, weblogs, usenet newsgroups, broadcast, talk shows) in three languages (English, Chinese, and Arabic) with structural information…
254 papers · 12 benchmarks
MuST-C currently represents the largest publicly available multilingual corpus (one-to-many) for speech translation.
216 papers · 2 benchmarks
XQuAD (Cross-lingual Question Answering Dataset) is a benchmark dataset for evaluating cross-lingual question answering performance.
190 papers · 1 benchmark
MLQA (MultiLingual Question Answering)
MLQA (MultiLingual Question Answering) is a benchmark dataset for evaluating cross-lingual question answering performance.
167 papers · 1 benchmark
FLoRes-200 doubles the existing language coverage of FLoRes-101.
117 papers · 1 benchmark
This corpus comprises of monolingual data for 100+ languages and also includes data for romanized languages.
115 papers · 0 benchmarks
WikiANN (PAN-X)
WikiANN, also known as PAN-X, is a multilingual named entity recognition dataset.
72 papers · 4 benchmarks
CoVoST2 (Common Voice Speech-To-Text 2)
End-to-end speech-to-text translation (ST) has recently witnessed an increased interest given its system simplicity, lower inference latency and less compounding errors compared to cascaded ST (i.e.
66 papers · 0 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
WikiLingua includes ~770k article and summary pairs in 18 languages from WikiHow.
52 papers · 1 benchmark
MKQA (Multilingual Knowledge Questions and Answers)
Multilingual Knowledge Questions and Answers (MKQA) is an open-domain question answering evaluation set comprising 10k question-answer pairs aligned across 26 typologically diverse languages (260k question-answer pairs in total).
49 papers · 0 benchmarks
AVSpeech is a large-scale audio-visual dataset comprising speech clips with no interfering background signals.
42 papers · 0 benchmarks
CoVoST is a large-scale multilingual speech-to-text translation corpus.
34 papers · 0 benchmarks
ASTD (Arabic Sentiment Tweets Dataset)
Arabic Sentiment Tweets Dataset (ASTD) is an Arabic social sentiment analysis dataset gathered from Twitter.
31 papers · 1 benchmark
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
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
CVSS is a massively multilingual-to-English speech to speech translation (S2ST) corpus, covering sentence-level parallel S2ST pairs from 21 languages into English.
26 papers · 1 benchmark
XStoryCloze consists of the professionally translated version of the English StoryCloze dataset (Spring 2016 version) to 10 non-English languages.
26 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
XGLUE is an evaluation benchmark XGLUE,which is composed of 11 tasks that span 19 languages.
22 papers · 2 benchmarks
iSarcasmEval is the first shared task to target intended sarcasm detection: the data for this task was provided and labelled by the authors of the texts themselves.
22 papers · 0 benchmarks
MINTAKA is a complex, natural, and multilingual dataset designed for experimenting with end-to-end question-answering models.
20 papers · 0 benchmarks
The first parallel corpus composed from United Nations documents published by the original data creator.
18 papers · 0 benchmarks
xSID (Cross-lingual Slot and Intent Detection)
xSID, a new evaluation benchmark for cross-lingual (X) Slot and Intent Detection in 13 languages from 6 language families, including a very low-resource dialect, covering Arabic (ar), Chinese (zh), Danish (da), Dutch (nl), English (en),…
18 papers · 0 benchmarks
Extracted from the Tashkeela Corpus, the dataset consists of 55K lines containing about 2.3M words.
17 papers · 1 benchmark
LABR (Large-Scale Arabic Book Reviews)
LABR is a large sentiment analysis dataset to-date for the Arabic language.
17 papers · 1 benchmark
OntoNotes 4.0 (OntoNotes Release 4.0)
OntoNotes Release 4.0 contains the content of earlier releases -- OntoNotes Release 1.0 LDC2007T21, OntoNotes Release 2.0 LDC2008T04 and OntoNotes Release 3.0 LDC2009T24 -- and adds newswire, broadcast news, broadcast conversation and web…
16 papers · 1 benchmark
X-FACT is a large publicly available multilingual dataset for factual verification of naturally existing real-world claims.
16 papers · 0 benchmarks
ArSarcasm-v2 is an extension of the original ArSarcasm dataset published along with the paper From Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm Dataset.
15 papers · 0 benchmarks
ArSarcasm is a new Arabic sarcasm detection dataset.
14 papers · 0 benchmarks
Synbols is a dataset generator designed for probing the behavior of learning algorithms.
11 papers · 0 benchmarks
Global Voices is a multilingual dataset for evaluating cross-lingual summarization methods.
9 papers · 0 benchmarks
A large-scale corpus of Gulf Arabic consisting of 110 million words from 1,200 forum novels.
7 papers · 0 benchmarks
ArCOV-19 is an Arabic COVID-19 Twitter dataset that covers the period from 27th of January till 30th of April 2020.
6 papers · 0 benchmarks
We introduce HumanEval-XL, a massively multilingual code generation benchmark specifically crafted to address this deficiency.
6 papers · 0 benchmarks
WikiNews Dataset (WikiNews Arabic Diacritization Benchmark Dataset)
The WikiNews Arabic Diacritization dataset is a test set composed of 70 WikiNews articles (majority are from 2013 and 2014) that cover a variety of themes, namely: politics, economics, health, science and technology, sports, arts, and…
6 papers · 0 benchmarks
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
ArCOV19-Rumors is an Arabic COVID-19 Twitter dataset for misinformation detection composed of tweets containing claims from 27th January till the end of April 2020.
4 papers · 0 benchmarks
4 papers · 0 benchmarks
GeoCoV19 is a large-scale Twitter dataset containing more than 524 million multilingual tweets.
4 papers · 0 benchmarks
The AROT-COV23 (ARabic Original Tweets on COVID-19 as of 2023) dataset is a large-scale collection of original Arabic tweets related to COVID-19, spanning from January 2020 to January 2023, and the period for which we collected the data…
3 papers · 0 benchmarks
A benchmark Arabic dataset for commonsense understanding and validation as well as a baseline research and models trained using the same dataset.
3 papers · 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.