Arabic Datasets
We catalog 110 Arabic datasets for NLP and machine learning, including 6 benchmarks. Browse the list below or narrow down by task.
This page covers Arabic, a morphologically rich language spoken across the Middle East and North Africa. Our directory includes 110 datasets in Arabic.
- 1.5 billion Words Arabic CorpusText CorporaArabic
- abuelkhair-corpus/arabic_billion_wordsText Generation, Fill MaskAR
- allenai/c4Text Generation, Fill MaskAF, AM, AR
- apple/mkqaQuestion AnsweringAR, DA, DE
- Arabic Dataset for Commonsense Validation Commonsense ValidationArabic
- Arabic in Business and Management Corpora (ABMC)Text CorporaArabic
- Arabic Jordanian General Tweets (AJGT)Classification, Sentiment AnalysisArabic
- Arabic Reading Comprehension Dataset (ARCD)Question Answering, Reading ComprehensionArabicBenchmark
- Arabic Speech CorpusSpeech CorporaArabic
- Arabic Violence Twitter CorpusClassificationArabic
- ArabicWeb16Text CorporaArabic
- arbml/CIDARText GenerationAR
- arsaporta/symile-m3Zero Shot Classification, Zero Shot Image ClassificationAR, EL, EN
- ASAYARScene Text RecognitionArabic, French
- ASTD: Arabic Sentiment Tweets DatasetClassification, Sentiment AnalysisArabic
- atlasia/AtlasetGeneral NLPARY, AR
- bigscience/xP3OtherAK, AR, AS
- bigscience/xP3allOtherAK, AR, AS
- ByteDance/MTVQAVisual Question Answering, Image To TextMULTILINGUAL, AR, DE
- CC100-ArabicText CorporaArabic
- ClusterlabAi/101_billion_arabic_words_datasetText GenerationAR
- Cognitive-Lab/NayanaOCR_Corpus_2025Image To Text, Visual Question Answering, Image Text To TextAR, BN, DE
- CohereLabs/Global-MMLUGeneral NLPEN, AR, BNBenchmark
- CohereLabs/Global-MMLU-LiteGeneral NLPAR, BN, CSBenchmark
- CohereLabs/include-base-44Multiple ChoiceSQ, AR, HY
- CohereLabs/xP3xOtherAF, AR, AZ
- CohereLabsCommunity/multilingual-reward-benchGeneral NLPAR, ZH, CS
- community-datasets/tapacoTranslation, Text ClassificationAF, AR, AZ
- Content-Based Categorized DatasetText ClassificationArabic
- csebuetnlp/xlsumSummarization, Text GenerationAM, AR, AZ
- disco-eth/WorldSpeechAutomatic Speech Recognition, Text To Speech, Audio ClassificationAF, AM, AR
- eaddario/imatrix-calibrationText GenerationAR, DE, EN
- esdurmus/wiki_linguaSummarizationAR, CS, DE
- Essex Arabic Summaries Corpus (EASC)SummarizationArabic
- facebook/belebeleQuestion Answering, Zero Shot Classification, Text Classification, Multiple ChoiceAF, AM, AR
- facebook/covost2Automatic Speech RecognitionAR, CA, CY
- facebook/xnliGeneral NLPAR, BG, DE
- FBK-MT/Speech-MASSIVEAudio Classification, Text Classification, Zero Shot Classification, Automatic Speech RecognitionAR, DE, ES
- GEM/wiki_linguaSummarizationAR, CS, DE
- ginigen-ai/smol-worldcupText Generation, Question AnsweringEN, KO, AR
- google-research-datasets/tydiqaQuestion AnsweringAR, BN, ENBenchmark
- google/fleursAutomatic Speech RecognitionAFR, AMH, ARA
- google/svqQuestion Answering, Automatic Speech RecognitionAR, BN, EN
- google/witText Retrieval, Image To TextAF, AR, AST
- google/wmt24ppTranslationAR, BG, BN
- google/xquadQuestion AnsweringAR, DE, EL
- google/xtremeMultiple Choice, Question Answering, Token Classification, Text Classification, Text RetrievalAF, AR, BG
- google/xtreme_sAutomatic Speech RecognitionAFR, AMH, ARA
- gsarti/flores_101Text Generation, TranslationAF, AM, AR
- halabi2016/arabic_speech_corpusAutomatic Speech RecognitionAR
- HelpingAI/Intermediate-Thinking-130kText GenerationAF, AR, BN
- Helsinki-NLP/news_commentaryTranslationAR, CS, DE
- Helsinki-NLP/open_subtitlesTranslationAF, AR, BG
- Helsinki-NLP/tatoeba_mtText Generation, TranslationAF, AR, AZ
- HeshamHaroon/Arabic_Function_CallingText Generation, Question AnsweringAR
- hltcoe/megawikaSummarization, Question Answering, Text GenerationAF, AR, AZ
- HPLT/DocHPLTTranslationAF, AR, AZ
- ieasybooks-org/prophet-mosque-libraryImage To TextAR
- ieasybooks-org/shamela-waqfeya-libraryImage To TextAR
- ieasybooks-org/waqfeya-libraryImage To TextAR
- IWSLT/iwslt2017TranslationAR, DE, EN
- j-shen3/MAVOS-DDVideo ClassificationAR, RO, EN
- Jr23xd23/ArabicText-LargeText Generation, Fill Mask, Text ClassificationAR
- KALIMAT Multipurpose Arabic CorpusSummarization, Named Entity Recognition (NER), Part-of-Speech (POS)Arabic
- Khaleej-2004 CorpusText CorporaArabic
- legacy-datasets/common_voiceAutomatic Speech RecognitionAB, AR, AS
- legacy-datasets/mc4Text Generation, Fill MaskAF, AM, AR
- lightblue/reasoning-multilingual-R1-Llama-70B-trainGeneral NLPAM, AR, BN
- M-A-D/Mixed-Arabic-Datasets-RepoText Classification, Question Answering, Translation, Summarization, Text Generation, Fill MaskAR
- MBZUAI/ArabicMMLUQuestion AnsweringARBenchmark
- MBZUAI/ArVoiceText To Speech, Text To Audio, Automatic Speech RecognitionAR
- MBZUAI/Bactrian-XText GenerationAF, AR, AZ
- mhaamh19/prophet-mosque-libraryImage To TextAR
- mhardalov/examsQuestion AnsweringAR, BG, DE
- miracl/miraclText RetrievalAR, BN, EN
- miracl/miracl-corpusText RetrievalAR, BN, EN
- missvector/linux-commandsText GenerationRU, AR, EN
- MLCommons/ml_spoken_wordsAudio ClassificationAR, AS, BR
- MohamedRashad/arabic-booksText GenerationAR
- MohamedRashad/arabic-english-code-switchingAutomatic Speech RecognitionAR, EN
- MohamedRashad/multilingual-ttsText To SpeechAR, EN, ZH
- MohamedRashad/Quran-RecitationsAutomatic Speech Recognition, Text To SpeechAR
- MohamedRashad/Quran-TafseerGeneral NLPAR
- mteb/sts22-crosslingual-stsSentence SimilarityARA, CMN, DEU
- neulab/PangeaInstructVisual Question Answering, Question AnsweringAM, AR, BG
- Nikity/PornhubGeneral NLPSQ, AR, BN
- nvidia/Nemotron-Safety-Guard-Dataset-v3Text Classification, Text GenerationEN, AR, DE
- occiglot/tokenizer-wiki-benchGeneral NLPAF, AR, BG
- ontonotes/conll2012_ontonotesv5Token ClassificationAR, EN, ZH
- openai/MMMLUQuestion AnsweringAR, BN, DEBenchmark
- papluca/language-identificationText ClassificationAR, BG, DE
- Parallel Arabic DIalectal Corpus (PADIC)Text CorporaArabic
- rmyeid/polyglot_nerToken ClassificationAR, BG, CA
- ruturajchallawar/MAVOS-DDVideo ClassificationAR, RO, EN
- Saudi Newspapers CorpusText CorporaArabic
- SemEvalCQAQuestion Answering, Reading ComprehensionArabic, English
- Shitao/MLDRText RetrievalAR, DE, EN
- speechbrain/common_languageAudio ClassificationAR, BR, CA
- statmt/cc100Text Generation, Fill MaskAF, AM, AR
- tarteel-ai/everyayahAutomatic Speech RecognitionAR
- The Arabic Parallel Gender CorpusGender IdentificationArabic
- Twitter Dataset for Arabic Sentiment AnalysisClassification, Sentiment AnalysisArabic
- UBC-NLP/CasablancaGeneral NLPAR
- Viet-Mistral/CulturaYText Generation, Fill MaskAF, AR, AZ
- Wan-fen52/MAVOS-DDVideo ClassificationAR, RO, EN
- Watan-2004 CorpusText CorporaArabic
- wikimedia/wikisourceText Generation, Fill MaskAR, AS, AZ
- wikimedia/wit_baseImage To Text, Text RetrievalAF, AN, AR
- Williamsanderson/MedQA-Darija-MultiLingualQuestion Answering, Automatic Speech Recognition, Text To SpeechAR, FR, EN
- zaibihassan/Quranic-Recitation-DataAutomatic Speech Recognition, Text To Speech, Audio ClassificationAR
What tasks do Arabic datasets cover?
Text Generation (22)Question Answering (17)Automatic Speech Recognition (14)General NLP (10)Translation (9)Text Classification (9)Text Corpora (8)Fill Mask (8)Image To Text (8)Summarization (7)Text To Speech (6)Text Retrieval (6)Audio Classification (5)Classification (4)Sentiment Analysis (3)Zero Shot Classification (3)Other (3)Visual Question Answering (3)