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Shami | [
{
"Dialect": "ar-JO: (Arabic (Jordan))",
"Name": "Jordanian",
"Unit": "sentences",
"Volume": "32,078"
},
{
"Dialect": "ar-PS: (Arabic (Palestine))",
"Name": "Palestanian",
"Unit": "sentences",
"Volume": "21,264"
},
{
"Dialect": "ar-SY: (Arabic (Syria))",
"Name": "Syrian",
"Unit": "sentences",
"Volume": "48,159"
},
{
"Dialect": "ar-LB: (Arabic (Lebanon))",
"Name": "Lebanese",
"Unit": "sentences",
"Volume": "16,304"
}
] | https://huggingface.co/datasets/arbml/Shami | https://github.com/GU-CLASP/shami-corpus |
LABR | [] | https://huggingface.co/datasets/labr | https://github.com/mohamedadaly/LABR |
Arabic POS Dialect | [
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "sentences",
"Volume": "350"
},
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "Levantine",
"Unit": "sentences",
"Volume": "350"
},
{
"Dialect": "ar-GLF: (Arabic (Gulf))",
"Name": "Gulf",
"Unit": "sentences",
"Volume": "350"
},
{
"Dialect": "ar-MA: (Arabic (Morocco))",
"Name": "Maghrebi",
"Unit": "sentences",
"Volume": "350"
}
] | https://huggingface.co/datasets/arabic_pos_dialect | https://github.com/qcri/dialectal_arabic_resources |
Emotional-Tone | [] | https://huggingface.co/datasets/emotone_ar | https://github.com/AmrMehasseb/Emotional-Tone |
OCLAR | [] | https://huggingface.co/datasets/oclar | http://archive.ics.uci.edu/ml/datasets/Opinion+Corpus+for+Lebanese+Arabic+Reviews+%28OCLAR%29# |
Commonsense validation | [] | https://huggingface.co/datasets/arbml/Commonsense_Validation | https://github.com/msmadi/Arabic-Dataset-for-Commonsense-Validationion |
SANAD | [] | https://huggingface.co/datasets/arbml/SANAD | https://data.mendeley.com/datasets/57zpx667y9/2 |
BRAD 1.0 | [] | https://huggingface.co/datasets/arbml/BRAD | https://github.com/elnagara/BRAD-Arabic-Dataset |
ArCOV-19 | [] | https://huggingface.co/datasets/ar_cov19 | https://gitlab.com/bigirqu/ArCOV-19 |
HARD | [] | https://huggingface.co/datasets/hard | https://github.com/elnagara/HARD-Arabic-Dataset |
AJGT | [] | https://huggingface.co/datasets/ajgt_twitter_ar | https://github.com/komari6/Arabic-twitter-corpus-AJGT |
ArSarcasm | [
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "sentences",
"Volume": "2,383"
},
{
"Dialect": "ar-GLF: (Arabic (Gulf))",
"Name": "Gulf",
"Unit": "sentences",
"Volume": "519"
},
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "Levantine",
"Unit": "sentences",
"Volume": "551"
},
{
"Dialect": "ar-MA: (Arabic (Morocco))",
"Name": "Maghrebi",
"Unit": "sentences",
"Volume": "32"
},
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "MSA",
"Unit": "sentences",
"Volume": "7,062"
}
] | https://huggingface.co/datasets/ar_sarcasm | https://github.com/iabufarha/ArSarcasm |
ArSentiment | [] | https://huggingface.co/datasets/ar_res_reviews | https://github.com/hadyelsahar/large-arabic-sentiment-analysis-resouces |
AMARA | [] | https://huggingface.co/datasets/qed_amara | https://alt.qcri.org/resources/qedcorpus/ |
MKQA | [] | https://huggingface.co/datasets/mkqa | https://github.com/apple/ml-mkqa |
journalists_questions | [] | https://huggingface.co/datasets/journalists_questions | http://qufaculty.qu.edu.qa/telsayed/datasets/ |
arabic billion words | [] | https://huggingface.co/datasets/arabic_billion_words | http://www.abuelkhair.net/index.php/en/arabic/abu-el-khair-corpus |
Arabic OSCAR | [] | https://huggingface.co/datasets/oscar | https://oscar-corpus.com/ |
Tashkeela | [
{
"Dialect": "ar-CLS: (Arabic (Classic))",
"Name": "Classical Arabic",
"Unit": "tokens",
"Volume": "74,762,008"
},
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "Modern Standard Arabic",
"Unit": "tokens",
"Volume": "867,913"
},
{
"Dialect": "mixed",
"Name": "Manual",
"Unit": "tokens",
"Volume": "7,701"
}
] | https://huggingface.co/datasets/tashkeela | https://sourceforge.net/projects/tashkeela/ |
TSAC | [] | https://huggingface.co/datasets/arbml/TSAC | https://github.com/fbougares/TSAC |
NileULex | [] | https://huggingface.co/datasets/arbml/NileULex | https://github.com/NileTMRG/NileULex |
Habibi | [
{
"Dialect": "ar-GLF: (Arabic (Gulf))",
"Name": "Gulf",
"Unit": "documents",
"Volume": "9,484"
},
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "documents",
"Volume": "7,265"
},
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "Levantine",
"Unit": "documents",
"Volume": "6,016"
},
{
"Dialect": "ar-IQ: (Arabic (Iraq))",
"Name": "Iraqi",
"Unit": "documents",
"Volume": "3,438"
},
{
"Dialect": "ar-SD: (Arabic (Sudan))",
"Name": "Sudan",
"Unit": "documents",
"Volume": "2,662"
},
{
"Dialect": "ar-NOR: (Arabic (North Africa))",
"Name": "Maghrebi",
"Unit": "documents",
"Volume": "1,207"
}
] | https://huggingface.co/datasets/arbml/Habibi | https://www.lancaster.ac.uk/staff/elhaj/corpora.html |
EASC | [] | https://huggingface.co/datasets/arbml/EASC | https://sourceforge.net/projects/easc-corpus/ |
Arabic Dialects Dataset | [
{
"Dialect": "ar-GLF: (Arabic (Gulf))",
"Name": "GLF",
"Unit": "sentences",
"Volume": "2,546"
},
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "LAV",
"Unit": "sentences",
"Volume": "2,463"
},
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "MSA",
"Unit": "sentences",
"Volume": "3,731"
},
{
"Dialect": "ar-NOR: (Arabic (North Africa))",
"Name": "NOR",
"Unit": "sentences",
"Volume": "3,693"
},
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "EGY",
"Unit": "sentences",
"Volume": "4,061"
}
] | https://huggingface.co/datasets/arbml/Arabic_Dialects_Dataset | https://www.lancaster.ac.uk/staff/elhaj/corpora.html |
United Nations Parallel Corpus | [] | https://huggingface.co/datasets/un_pc | https://conferences.unite.un.org/uncorpus |
AraStance | [] | https://huggingface.co/datasets/arbml/arastance | https://github.com/Tariq60/arastance |
QCRI Parallel Tweets | [] | https://huggingface.co/datasets/tweets_ar_en_parallel | https://alt.qcri.org/resources/bilingual_corpus_of_parallel_tweets |
TALAA | [] | https://huggingface.co/datasets/arbml/TALAA | https://github.com/saidziani/Arabic-News-Article-Classification |
MPOLD: Multi Platforms Offensive Language Dataset | [] | https://huggingface.co/datasets/arbml/MPOLD | https://github.com/shammur/Arabic-Offensive-Multi-Platform-SocialMedia-Comment-Dataset |
Arabic RC datasets | [] | https://huggingface.co/datasets/arbml/Arabic_RC_AQA | https://github.com/MariamBiltawi/Arabic_RC_datasets |
Arabic Satirical Fake News Dataset | [] | https://huggingface.co/datasets/arbml/Satirical_Fake_News | https://github.com/sadanyh/Arabic-Satirical-Fake-News-Dataset |
DAWQAS: A Dataset for Arabic Why Question Answering System | [] | https://huggingface.co/datasets/arbml/DAWQAS | https://github.com/masun/DAWQAS |
The SADID Evaluation Datasets | [
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "Levantine",
"Unit": "sentences",
"Volume": "8,988"
},
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "sentences",
"Volume": "8,988"
},
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "MSA",
"Unit": "sentences",
"Volume": "2,994"
},
{
"Dialect": "mixed",
"Name": "English",
"Unit": "sentences",
"Volume": "8,994"
}
] | https://huggingface.co/datasets/arbml/SADID | https://github.com/we7el/SADID |
AQAD: Arabic Question-Answer dataset | [] | https://huggingface.co/datasets/arbml/AQAD | https://github.com/adelmeleka/AQAD |
AKEC | [] | https://huggingface.co/datasets/arbml/AKEC | https://github.com/ailab-uniud/akec |
ARCD | [] | https://huggingface.co/datasets/arcd | https://github.com/husseinmozannar/SOQAL |
Arabic Text Diacritization | [] | https://huggingface.co/datasets/arbml/arabic_text_diacritization | https://github.com/AliOsm/arabic-text-diacritization |
Large Multi-Domain Resources for Arabic Sentiment Analysis | [] | https://huggingface.co/datasets/arbml/ATT | https://github.com/hadyelsahar/large-arabic-sentiment-analysis-resouces |
ASTD | [] | https://huggingface.co/datasets/arbml/ASTD | https://github.com/mahmoudnabil/ASTD |
PADIC: Parallel Arabic DIalect Corpus | [
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "MSA",
"Unit": "sentences",
"Volume": "8,244"
},
{
"Dialect": "ar-DZ: (Arabic (Algeria))",
"Name": "ALG",
"Unit": "sentences",
"Volume": "8,244"
},
{
"Dialect": "ar-DZ: (Arabic (Algeria))",
"Name": "ANB",
"Unit": "sentences",
"Volume": "8,244"
},
{
"Dialect": "ar-TN: (Arabic (Tunisia))",
"Name": "TUN",
"Unit": "sentences",
"Volume": "8,244"
},
{
"Dialect": "ar-PS: (Arabic (Palestine))",
"Name": "PAL",
"Unit": "sentences",
"Volume": "8,244"
},
{
"Dialect": "ar-SY: (Arabic (Syria))",
"Name": "SYR",
"Unit": "sentences",
"Volume": "8,244"
}
] | https://huggingface.co/datasets/arbml/PADIC | https://smart.loria.fr/corpora/ |
MetRec | [] | https://huggingface.co/datasets/metrecc | https://github.com/zaidalyafeai/MetRec |
TYDIQA | [] | https://huggingface.co/datasets/tydiqa | https://github.com/google-research-datasets/tydiqa |
Disease NER | [] | https://huggingface.co/datasets/arbml/Disease_NER | https://www.mdpi.com/2306-5729/5/3/60/htm#app1-data-05-00060 |
SNAD | [] | https://huggingface.co/datasets/arbml/SNAD | https://drive.google.com/file/d/1uwD56jaVIbsQQWVqqyL08TgjuTraYFJC/view |
Arabic Sentiment Lexicons | [] | https://huggingface.co/datasets/arbml/Sentiment_Lexicons | https://saifmohammad.com/WebPages/ArabicSA.html |
Arabic Flood Twitter Dataset | [] | https://huggingface.co/datasets/arbml/twitter_flood_detection | https://github.com/alaa-a-a/Arabic-Twitter-Corpus-for-Flood-Detection |
AQMAR | [] | https://huggingface.co/datasets/arbml/AQMAR | https://www.cs.cmu.edu/~ark/ArabicNER/ |
MASC | [] | https://huggingface.co/datasets/abdusahmbzuai/masc_dev | https://github.com/almoslmi/masc |
Arabic senti-lexicon | [] | https://huggingface.co/datasets/arbml/Senti_Lexicon | https://github.com/almoslmi/masc |
CANERCorpus | [] | https://huggingface.co/datasets/caner | https://github.com/RamziSalah/Classical-Arabic-Named-Entity-Recognition-Corpus |
ANTCORPUS | [] | https://huggingface.co/datasets/arbml/antcorpus | https://github.com/antcorpus/antcorpus.data |
XTREME | [] | https://huggingface.co/datasets/xtreme | https://github.com/google-research/xtreme |
Arabic document classification dataset | [] | https://huggingface.co/datasets/arbml/Document_Classification | https://diab.edublogs.org/dataset-for-arabic-document-classification/ |
KSUCCA Corpus | [] | https://huggingface.co/datasets/arbml/KSUCCA | https://sourceforge.net/projects/ksucca-corpus/ |
XNLI | [] | https://huggingface.co/datasets/xnli | https://github.com/facebookresearch/XNLI |
OSAC | [] | https://huggingface.co/datasets/arbml/OSAC_CNN | https://sourceforge.net/projects/ar-text-mining/files/Arabic-Corpora/ |
wikiann | [] | https://huggingface.co/datasets/wikiann | https://drive.google.com/drive/folders/1Q-xdT99SeaCghihGa7nRkcXGwRGUIsKN |
Tanzil | [] | https://huggingface.co/datasets/tanzil | https://opus.nlpl.eu/Tanzil.php |
Tatoeba | [] | https://huggingface.co/datasets/tatoeba | https://tatoeba.org/en/sentences/show_all_in/ara/none/none/indifferent |
TaPaCo | [] | https://huggingface.co/datasets/tapaco | https://zenodo.org/record/3707949#.YRKu0ogzaUk |
AFEWC | [] | https://huggingface.co/datasets/arbml/AFEWC | https://sourceforge.net/projects/crlcl/ |
Arabic Named Entities | [] | https://huggingface.co/datasets/arbml/Arabic_Named_Entities | https://sourceforge.net/projects/arabicnes/ |
AraFacts | [] | https://huggingface.co/datasets/arbml/AraFacts | https://gitlab.com/bigirqu/AraFacts/ |
ASTAD | [] | https://huggingface.co/datasets/arbml/Sentiment_Analysis_Tweets | https://github.com/motazsaad/arabic-sentiment-analysis |
PAAD | [] | https://huggingface.co/datasets/arbml/PAAD | https://data.mendeley.com/datasets/spvbf5bgjs/2 |
BBN Blog Posts Sentiment Corpus | [] | https://huggingface.co/datasets/arbml/BBN_Blog_Posts | https://saifmohammad.com/WebPages/ArabicSA.html |
Syria Tweets Sentiment Corpus | [] | https://huggingface.co/datasets/arbml/Syria_Tweet_Sentiment | https://saifmohammad.com/WebPages/ArabicSA.html |
ArSAS | [] | https://huggingface.co/datasets/arbml/ArSAS | https://homepages.inf.ed.ac.uk/wmagdy/resources.htm |
ANS CORPUS: claim verification | [
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "nan",
"Unit": "sentences",
"Volume": "3,786"
}
] | https://huggingface.co/datasets/arbml/ANS_stance | https://github.com/latynt/ans |
OntoNotes 5.0 | [] | https://huggingface.co/datasets/conll2012_ontonotesv5 | https://catalog.ldc.upenn.edu/LDC2013T19 |
FLORES-101 | [] | https://huggingface.co/datasets/gsarti/flores_101 | https://github.com/facebookresearch/flores/tree/master/floresv1/data |
GEM | [] | https://huggingface.co/datasets/gem/xlsumm | https://gem-benchmark.com/ |
GEM - XLSum | [] | https://huggingface.co/datasets/GEM/xlsum | https://github.com/csebuetnlp/xl-sum |
GEM - WikiLingua | [] | https://huggingface.co/datasets/wiki_lingua | https://github.com/esdurmus/Wikilingua |
WinoMT (MT_Gender) | [] | https://huggingface.co/datasets/arbml/mt_gender_ar | https://github.com/gabrielStanovsky/mt_gender |
MultiUN v2 | [] | https://huggingface.co/datasets/un_multi | http://www.euromatrixplus.net/multi-un/ |
WDC | [] | https://huggingface.co/datasets/arbml/WDC | https://github.com/Maha-J-Althobaiti/Arabic_NER_Wiki-Corpus |
AraSenCorpus | [] | https://huggingface.co/datasets/arbml/AraSenCorpus | https://github.com/yemen2016/AraSenCorpus |
A7'ta | [] | https://huggingface.co/datasets/arbml/A7ta | https://github.com/iwan-rg/A-Monolingual-Arabic-Parallel-Corpus- |
Osman | [] | https://huggingface.co/datasets/arbml/Osman_Un_Corpus | https://github.com/drelhaj/OsmanReadability |
Named Entities Lexicon | [] | https://huggingface.co/datasets/arbml/Named_Entities_Lexicon | https://github.com/Hkiri-Emna/Named_Entities_Lexicon_Project |
Kawarith | [] | https://huggingface.co/datasets/arbml/kawarith_Kuwait_floods_18 | https://github.com/alaa-a-a/kawarith |
ARC-WMI | [] | https://huggingface.co/datasets/arbml/ARC_WMI | https://github.com/iwan-rg/ARC-WMI |
Medical Corpus | [] | https://huggingface.co/datasets/arbml/MedicalCorpus | https://github.com/licvol/Arabic-Spoken-Language-Understanding/tree/master/MedicalCorpus |
Student University Corpus | [] | https://huggingface.co/datasets/arbml/School_Corpus | https://github.com/licvol/Arabic-Spoken-Language-Understanding/tree/master/UniversityStudentCorpus/MonoLingual |
IDAT | [] | https://huggingface.co/datasets/arbml/multilingual_irony | https://github.com/bilalghanem/multilingual_irony |
Rewayatech | [] | https://huggingface.co/datasets/arbml/Rewayatech | https://github.com/aseelad/Rewayatech-Saudi-Stories/ |
Cross-lingual NER | [] | https://huggingface.co/datasets/arbml/Zero_Shot_Cross_Lingual_NER_ar | https://github.com/ntunlp/Zero-Shot-Cross-Lingual-NER |
EXAMS | [] | https://huggingface.co/datasets/exams | https://github.com/mhardalov/exams-qa |
MSAC | [] | https://huggingface.co/datasets/arbml/MSAC | https://github.com/ososs/Arabic-Sentiment-Analysis-corpus |
COVID-FAKES | [] | https://huggingface.co/datasets/arbml/COVID_FAES_ar | https://github.com/mohaddad/COVID-FAKES |
Mr. TyDi | [] | https://huggingface.co/datasets/castorini/mr-tydi | https://github.com/castorini/mr.tydi |
ArCOV19-Rumors | [] | https://huggingface.co/datasets/arbml/ArCOV19_claims | https://gitlab.com/bigirqu/ArCOV-19/-/tree/master/ArCOV19-Rumors |
The Nine Books Of Arabic Hadith | [] | https://huggingface.co/datasets/arbml/Hadith | https://github.com/abdelrahmaan/Hadith-Data-Sets |
ArSarcasm-v2 | [
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "sentences",
"Volume": "2,981"
},
{
"Dialect": "ar-GLF: (Arabic (Gulf))",
"Name": "Gulf",
"Unit": "sentences",
"Volume": "966"
},
{
"Dialect": "ar-LEV: (Arabic(Levant))",
"Name": "Levantine",
"Unit": "sentences",
"Volume": "671"
},
{
"Dialect": "ar-MA: (Arabic (Morocco))",
"Name": "Maghrebi",
"Unit": "sentences",
"Volume": "45"
},
{
"Dialect": "ar-MSA: (Arabic (Modern Standard Arabic))",
"Name": "MSA",
"Unit": "sentences",
"Volume": "10,885"
}
] | https://huggingface.co/datasets/arbml/ArSarcasm_v2 | https://github.com/iabufarha/ArSarcasm-v2 |
DiaLex | [
{
"Dialect": "ar-DZ: (Arabic (Algeria))",
"Name": "Algerian",
"Unit": "sentences",
"Volume": "607"
},
{
"Dialect": "ar-EG: (Arabic (Egypt))",
"Name": "Egyptian",
"Unit": "sentences",
"Volume": "588"
},
{
"Dialect": "ar-LB: (Arabic (Lebanon))",
"Name": "Lebanese",
"Unit": "sentences",
"Volume": "633"
},
{
"Dialect": "ar-SY: (Arabic (Syria))",
"Name": "Syrian",
"Unit": "sentences",
"Volume": "593"
},
{
"Dialect": "ar-TN: (Arabic (Tunisia))",
"Name": "Tunisian",
"Unit": "sentences",
"Volume": "649"
}
] | https://huggingface.co/datasets/arbml/dialex | https://github.com/UBC-NLP/dialex |
APCD | [] | https://huggingface.co/datasets/arbml/APCD | https://hci-lab.github.io/LearningMetersPoems/ |
AFND | [] | https://huggingface.co/datasets/arbml/AFND | https://data.mendeley.com/datasets/67mhx6hhzd/1 |
AT-ODTSA | [] | https://huggingface.co/datasets/arbml/AT_ODSTA | https://github.com/sabudalfa/AT-ODTSA |
APCD2 | [] | https://huggingface.co/datasets/arbml/APCDv2 | https://github.com/Gheith-Abandah/classify-arabic-poetry |
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