Text Classification Datasets
There are 228 text classification datasets in our directory, 16 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.
Text Classification is the task of assigning predefined categories or labels to a piece of text, such as topic or intent labelling. We catalog 228 datasets for it.
- Abirate/english_quotesText ClassificationEN
- AdaptLLM/finance-tasksText Classification, Question Answering, Zero Shot ClassificationEN
- AdaptLLM/law-tasksText Classification, Question Answering, Zero Shot ClassificationEN
- AdaptLLM/medicine-tasksText Classification, Question Answering, Zero Shot ClassificationEN
- ade-benchmark-corpus/ade_corpus_v2Text Classification, Token ClassificationEN
- agentlans/high-quality-english-sentencesText Classification, Text Generation, Feature Extraction, Sentence SimilarityEN
- ai-hyz/MemoryAgentBenchQuestion Answering, Zero Shot Classification, Summarization, Text Classification, Text GenerationEN
- AI4Math/MathVistaMultiple Choice, Question Answering, Visual Question Answering, Text ClassificationEN, ZH, FA
- ai4privacy/pii-masking-200kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-300kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-400kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- AiresPucrs/stanford-encyclopedia-philosophyText Classification, Text GenerationEN
- AlgorithmicResearchGroup/s2orc_fullText Generation, Feature Extraction, Text ClassificationENBenchmark
- alibayram/doktorsitesiText Generation, Text Classification, Table Question AnsweringTR
- alibayram/turkish_mmluText Generation, Text Classification, Table Question AnsweringTRBenchmark
- AlicanKiraz0/Turkish-SFT-Dataset-v1.0Text Classification, Question Answering, Text GenerationTR
- allenai/prosocial-dialogText ClassificationEN
- allenai/wildguardmixText ClassificationEN
- AmazonScience/massiveText ClassificationEnglish
- aps/super_glueText Classification, Token Classification, Question AnsweringEN
- B2W-Reviews01Text ClassificationPortuguese
- b3x0m/Chinese-H-NovelsText Classification, Summarization, Token Classification, Question Answering, Text Generation, Fill Mask, Sentence SimilarityZH
- bastao/VeraCruz_PT-BRText Generation, Text ClassificationPT
- BlogSet-BRText Corpora, Text ClassificationPortuguese
- botp/RyokoAI_Syosetu711KText Classification, Text GenerationJA
- Brianferrell787/financial-news-multisourceText Classification, Text Retrieval, OtherEN
- cardiffnlp/tweet_evalText ClassificationEN
- ceval/ceval-examText Classification, Multiple Choice, Question AnsweringZH
- clinc/clinc_oosText ClassificationEN
- clue/clueText Classification, Multiple ChoiceZH
- coastalcph/lex_glueQuestion Answering, Text ClassificationEN
- coastalcph/multi_eurlexText ClassificationBG, CS, DA
- CogComp/trecText ClassificationEN
- CohereLabs/aya_collectionText Classification, Summarization, TranslationACE, AFR, AMH
- commoncrawl/CommonLIDText ClassificationACE, ACF, AEB
- community-datasets/tapacoTranslation, Text ClassificationAF, AR, AZ
- community-datasets/yahoo_answers_topicsText ClassificationEN
- Constructive Comments Corpus (C3)Text ClassificationEnglish
- Content-Based Categorized DatasetText ClassificationArabic
- convai-challenge/conv_ai_2Text ClassificationEN
- cornell-movie-review-data/rotten_tomatoesText ClassificationEN
- curaihealth/medical_questions_pairsText ClassificationEN
- dair-ai/emotionText ClassificationEN
- data-is-better-together/10k_prompts_rankedText Classification, Text Generation, Reinforcement LearningEN
- data-is-better-together/fineweb-cText ClassificationLVS, KOR, KIN
- Datasets of Neuropsychological Language Tests in Brazilian Portuguese (DNLT-BP)Text Corpora, Text ClassificationPortuguese
- davidchan/anim400kText To Speech, Automatic Speech Recognition, Audio To Audio, Audio Classification, Text Classification, Video Classification, SummarizationEN, JA
- declare-lab/HarmfulQAText Generation, Text ClassificationEN
- defunct-datasets/amazon_reviews_multiSummarization, Text Generation, Fill Mask, Text ClassificationDE, EN, ES
- defunct-datasets/amazon_us_reviewsSummarization, Text Generation, Fill Mask, Text ClassificationEN
- dell-research-harvard/AmericanStoriesText Classification, Text Generation, Text Retrieval, Summarization, Question AnsweringENBenchmark
- dell-research-harvard/newswireText Classification, Text Generation, Text Retrieval, Summarization, Question AnsweringENBenchmark
- demelin/moral_storiesMultiple Choice, Text Generation, Text ClassificationEN
- derek-thomas/ScienceQAMultiple Choice, Question Answering, Other, Visual Question Answering, Text ClassificationEN
- Dr3dre/Genius-song-lyrics-cleanedText Classification, Sentence SimilarityEN, IT, IA
- DSULT-Core/bluesky-298-million-PostsText Generation, Text ClassificationEN
- DWKPartners/dartlab-dataTable Question Answering, Text ClassificationKO, EN
- DWKPartners/trading-dataTable Question Answering, Text ClassificationKO, EN
- ealvaradob/phishing-datasetText ClassificationEN
- echodict/KakologArchives_duplicateText ClassificationJABenchmark
- eddmpython/dartlab-dataTable Question Answering, Text ClassificationKO, EN
- English Possible Idiomatic Expressions (EPIE)Text Classification, Idiomatic ExpressionsEnglish
- facebook/anliText ClassificationEN
- facebook/belebeleQuestion Answering, Zero Shot Classification, Text Classification, Multiple ChoiceAF, AM, AR
- facebook/kilt_tasksFill Mask, Question Answering, Text Classification, Text Generation, Text RetrievalEN
- fancyzhx/ag_newsText ClassificationEN
- fancyzhx/amazon_polarityText ClassificationEN
- fancyzhx/dbpedia_14Text ClassificationEN
- fancyzhx/yelp_polarityText ClassificationEN
- FBK-MT/Speech-MASSIVEAudio Classification, Text Classification, Zero Shot Classification, Automatic Speech RecognitionAR, DE, ES
- fever/feverText ClassificationEN
- flytech/python-codes-25kText Classification, Question Answering, Token Classification, Summarization, Text GenerationEnglish
- FreedomIntelligence/Huatuo26M-LiteText Classification, Question Answering, Text GenerationZH
- FutureMa/EvasionBenchText ClassificationEN
- gamino/wiki_medical_termsText ClassificationEN
- globis-university/aozorabunko-cleanText Generation, Text ClassificationJA
- google-research-datasets/go_emotionsText ClassificationENBenchmark
- google-research-datasets/pawsText ClassificationENBenchmark
- google-research-datasets/paws-xText ClassificationDE, EN, ESBenchmark
- google/bigbenchMultiple Choice, Question Answering, Text Classification, Text Generation, Zero Shot Classification, OtherENBenchmark
- google/boolqText ClassificationENBenchmark
- google/civil_commentsText ClassificationEN
- google/frames-benchmarkText Classification, Token Classification, Table Question Answering, Question AnsweringEN
- google/jigsaw_toxicity_predText ClassificationEN
- google/revealText Classification, Question AnsweringEN
- google/xtremeMultiple Choice, Question Answering, Token Classification, Text Classification, Text RetrievalAF, AR, BG
- gretelai/gretel-pii-masking-en-v1Text Classification, Text GenerationEN
- gretelai/symptom_to_diagnosisText ClassificationEN
- gretelai/synthetic_pii_finance_multilingualText Classification, Fill Mask, Token ClassificationEN, FR, DE
- HackerNoon/tech-company-news-data-dumpText Classification, SummarizationEN
- Hello-SimpleAI/HC3Text Classification, Question Answering, Sentence Similarity, Zero Shot ClassificationEN, ZH
- Hello-SimpleAI/HC3-ChineseText Classification, Question Answering, Sentence Similarity, Zero Shot ClassificationEN, ZH
- Historical Portuguese Corpora (HPC)Text Corpora, Text ClassificationPortuguese
- hollyyfc/tidytuesday_for_pythonSummarization, Feature Extraction, Text ClassificationEN
- HUPD/hupdFill Mask, Summarization, Text Classification, Token ClassificationEN
- iletisim/dezenformasyon-bultenleriText Classification, Question AnsweringTR, EN
- indonlp/indonluQuestion Answering, Text Classification, Token ClassificationID
- instruction-pretrain/ft-instruction-synthesizer-collectionText Classification, Table Question Answering, Question Answering, Zero Shot ClassificationEN
- Intonation-Aided Intention Identification for Korean (3i4K)Text ClassificationKorean
- jackhhao/jailbreak-classificationText ClassificationEN
- JanosAudran/financial-reports-secFill Mask, Text ClassificationEN
- jedibear/s2orc_fullText Generation, Feature Extraction, Text ClassificationEN
- jhu-clsp/ettin-pretraining-dataText Generation, Fill Mask, Text ClassificationEN
- jmhessel/newyorker_caption_contestImage To Text, Multiple Choice, Text Classification, Text Generation, Visual Question Answering, OtherEN
- Jr23xd23/ArabicText-LargeText Generation, Fill Mask, Text ClassificationAR
- k-mktr/improved-flux-promptsText ClassificationEN
- k-mktr/improved-flux-prompts-photoreal-portraitText ClassificationEN
- kaist-ai/CoT-CollectionText Generation, Text ClassificationEN
- KBlueLeaf/danbooru2023-metadata-databaseImage Classification, Text To Image, Image To Text, Image To Image, Text Retrieval, Text Generation, Text ClassificationEN, JA
- klue/klueFill Mask, Question Answering, Text Classification, Text Generation, Token ClassificationKO
- kyujinpy/OpenOrca-KOText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text GenerationKO
- lamini/earnings-calls-qaText Classification, Question Answering, Text GenerationEN
- legacy-datasets/banking77Text ClassificationEN
- LEXam-Benchmark/LEXamText Classification, Text GenerationEN, DE
- li2017dailydialog/daily_dialogText ClassificationEN
- librarian-bots/arxiv-metadata-snapshotText Generation, Text ClassificationEN
- Lightcap/pcmt-artifactFeature Extraction, Video Classification, Audio Classification, Text ClassificationEN
- lmarena-ai/arena-human-preference-55kText ClassificationEN
- lmsys/toxic-chatText ClassificationEN
- LocalLaws/LOCUS-v1Text ClassificationEN
- Locutusque/UltraTextbooks-2.0Text Generation, Text Classification, Fill MaskEN
- louisbrulenaudet/clinical-trialsQuestion Answering, Feature Extraction, Text ClassificationEN, FR, ES
- M-A-D/Mixed-Arabic-Datasets-RepoText Classification, Question Answering, Translation, Summarization, Text Generation, Fill MaskAR
- m-a-p/COIG-CQIAQuestion Answering, Text Classification, Text GenerationZH
- m-a-p/FineFineWebText Classification, Text GenerationEN
- maveriq/bigbenchhardQuestion Answering, Token Classification, Text ClassificationENBenchmark
- Mercadolibre Data Challenge 2019Text ClassificationPortuguese, Spanish
- microsoft/hnm-search-dataText Ranking, Text Retrieval, Text ClassificationENBenchmark
- mmathys/openai-moderation-api-evaluationText ClassificationEN
- MoritzLaurer/multilingual-NLI-26lang-2mil7Text ClassificationMULTILINGUAL, ZH, JA
- mteb/banking77Text ClassificationENG
- mteb/tweet_sentiment_extractionText ClassificationENG
- MU-NLPC/czech_korpus_kalaText ClassificationCS
- muset-ai/DeepResearch-Bench-II-DatasetText Generation, Text ClassificationZH, ENBenchmark
- musicdsl/reamixed-project-filesAudio Classification, Text ClassificationEnglish
- MuskumPillerum/General-KnowledgeText Classification, Question Answering, Text Generation, Sentence SimilarityEnglish
- mwritescode/slither-audited-smart-contractsText Classification, Text GenerationEN
- NatCatText ClassificationEnglish
- ncbi/pubmedText Generation, Fill Mask, Text ClassificationEN
- nguha/legalbenchText Classification, Question AnsweringEN
- NTU-NLP-sg/xCodeEvalTranslation, Token Classification, Text Retrieval, Text Generation, Text Classification, Feature Extraction, Question AnsweringCODE, EN
- nvidia/Aegis-AI-Content-Safety-Dataset-1.0Text ClassificationEN
- nvidia/Aegis-AI-Content-Safety-Dataset-2.0Text ClassificationEN
- nvidia/embed-nemotron-dataset-v1Text Retrieval, Text Ranking, Sentence Similarity, Text ClassificationMULTILINGUAL
- nvidia/Nemotron-Safety-Guard-Dataset-v3Text Classification, Text GenerationEN, AR, DE
- nyu-mll/blimpText ClassificationEN
- nyu-mll/glueText ClassificationEN
- nyu-mll/multi_nliText ClassificationEN
- Offensive Language Identification Dataset (OLID)Text Classification, Hate Speech DetectionEnglish
- open-index/arcticText Generation, Text Classification, Feature ExtractionENBenchmark
- open-index/hacker-newsText Generation, Feature Extraction, Text Classification, Question AnsweringEN
- open-index/open-githubText Generation, Text Classification, Feature ExtractionEN, MUL
- Open-Orca/OpenOrcaText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text GenerationEN
- Open-Orca/SlimOrcaText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text GenerationEN
- Open-Orca/SlimOrca-DedupText Classification, Question Answering, Text GenerationEnglish
- OpenClaw/clawhub-security-signalsText ClassificationEN
- ought/raftText ClassificationEN
- Overfit-GM/turkish-toxic-languageText ClassificationTR
- pacovaldez/stackoverflow-questionsText ClassificationEN
- papluca/language-identificationText ClassificationAR, BG, DE
- pfb30/multi_woz_v22Text Generation, Fill Mask, Token Classification, Text ClassificationEN
- PhilipMay/stsb_multi_mtText ClassificationDE, EN, ES
- PKU-Alignment/BeaverTailsText ClassificationEN
- PolyAI/banking77Text ClassificationEN
- proj-persona/PersonaHubText Generation, Text Classification, Token Classification, Fill Mask, Table Question AnsweringEN, ZH
- prometheus-eval/Feedback-CollectionText Generation, Text ClassificationEN
- prometheus-eval/Preference-CollectionText Generation, Text ClassificationEN
- Psychotherapy-LLM/CBT-BenchQuestion Answering, Text Generation, Text ClassificationEN
- Qwen/Qwen3GuardTestText ClassificationEnglish
- Rapidata/text-2-image-Rich-Human-FeedbackText To Image, Text Classification, Image Classification, Image To Text, Image SegmentationEN
- reciTAL/mlsumSummarization, Translation, Text ClassificationDE, ES, FR
- ro-h/regulatory_commentsText ClassificationEN
- ro-h/regulatory_comments_apiText ClassificationEN
- ronantakizawa/github-top-developersText Classification, Time Series Forecasting, Text RetrievalEN
- ronantakizawa/moltbookText Classification, Text GenerationEN
- ruggsea/infini-news-corpusText Generation, Text Classification, Text RetrievalENG, SPA, RUS
- RussianNLP/russian_super_glueText Classification, Question Answering, Zero Shot Classification, Text GenerationRU
- RyokoAI/Fandom23KText Classification, Text GenerationEN
- saghi776/detectai-datasetText ClassificationEnglish
- Salesforce/dialogstudioQuestion Answering, Summarization, Text Generation, Table To Text, Text Classification, Table Question AnsweringEN
- sc890/DEEPFRUlT_DATASETFeature Extraction, Text ClassificationEN
- SFU Opinion and Comments Corpus (SOCC)Text Corpora, Text ClassificationEnglish
- shibing624/nli_zhText ClassificationZH
- shibing624/nli-zh-allText ClassificationZH
- shibing624/sharegpt_gpt4Text Classification, Text GenerationZH, EN, GL
- shunk031/JGLUEMultiple Choice, Question Answering, Sentence Similarity, Text ClassificationJA
- Snowfall0601/dartlab-dataTable Question Answering, Text ClassificationKO, EN
- squarelike/OpenOrca-gugugo-koText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text GenerationKO
- stanford-oval/ccnewsText Classification, Question Answering, Text GenerationMULTILINGUAL, AF, AM
- stanfordnlp/imdbText ClassificationEN
- stanfordnlp/snliText ClassificationEN
- stanfordnlp/sst2Text ClassificationEN
- takala/financial_phrasebankText ClassificationEN
- Targoman/TLPCQuestion Answering, Text Classification, Translation, Summarization, Text GenerationFA
- tasksource/bigbenchMultiple Choice, Question Answering, Text Classification, Text Generation, Zero Shot ClassificationENBenchmark
- tasksource/mmluText Classification, Multiple Choice, Question AnsweringENBenchmark
- tdavidson/hate_speech_offensiveText ClassificationEN
- tdiggelm/climate_feverText Classification, Text RetrievalEN
- TeraflopAI/SEC-EDGARText Generation, Text ClassificationEN
- textdetox/multilingual_toxicity_datasetText ClassificationEN, RU, UK
What languages do text classification datasets cover?
EN datasets (140)ZH datasets (14)DE datasets (12)English datasets (12)AR datasets (8)JA datasets (7)KO datasets (7)FR datasets (6)ES datasets (6)TR datasets (5)Portuguese datasets (5)AF datasets (4)BG datasets (3)MULTILINGUAL datasets (3)ENG datasets (3)FA datasets (2)CS datasets (2)ACE datasets (2)