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Multi-Label Text Classification datasets

archive 2025-07-28

13 datasets carry the task tag "Multi-Label Text Classification" (the task itself: Multi-Label Text Classification), ordered by the archive's paper count. Page 1 of 1: 13 shown of 13. 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 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Multi-Label Text Classification 13

Multi-Label Text Classification datasets 1–13 of 13

MIMIC-III (The Medical Information Mart for Intensive Care III)
The Medical Information Mart for Intensive Care III (MIMIC-III) dataset is a large, de-identified and publicly-available collection of medical records.
MedicalTabularMultivariate Time Series ForecastingBlood pressure estimationMulti-Label Text ClassificationMedical Code PredictionMortality PredictionLength-of-Stay prediction+1 tasks
1,041 papers · 8 benchmarks
RCV1 (Reuters Corpus Volume 1)
The RCV1 dataset is a benchmark dataset on text categorization.
TextsText ClassificationMulti-Label Text ClassificationHierarchical Multi-label ClassificationCross-Lingual Document Classification
336 papers · 6 benchmarks
Reuters-21578
The Reuters-21578 dataset is a collection of documents with news articles.
GraphsText ClassificationUnsupervised Anomaly DetectionDocument ClassificationMulti-Label Text ClassificationText RetrievalMulti-Modal Document Classification+1 tasks
66 papers · 5 benchmarks
Slashdot
The Slashdot dataset is a relational dataset obtained from Slashdot.
GraphsMulti-Label Text ClassificationLink Sign Prediction
57 papers · 2 benchmarks
ContractNLI
ContractNLI is a dataset for document-level natural language inference (NLI) on contracts whose goal is to automate/support a time-consuming procedure of contract review.
TextsNatural Language InferenceMulti-Label Text Classification
31 papers · 0 benchmarks
EURLEX57K
EURLEX57K is a new publicly available legal LMTC dataset, dubbed EURLEX57K, containing 57k English EU legislative documents from the EUR-LEX portal, tagged with ∼4.3k labels (concepts) from the European Vocabulary (EUROVOC).
TextsText ClassificationZero-Shot LearningMulti-Label Text ClassificationHierarchical Multi-label ClassificationMultilabel Text Classification
23 papers · 1 benchmark
EXTREME CLASSIFICATION (Extreme Multi-label Classification)
The objective in extreme multi-label classification is to learn feature architectures and classifiers that can automatically tag a data point with the most relevant subset of labels from an extremely large label set.
TextsMulti-Label ClassificationMulti-Label Text ClassificationRepresentation LearningProduct RecommendationMulti-Label LearningExtreme Multi-Label Classification
18 papers · 0 benchmarks
CC3M-TagMask
The dataset offers tag and mask annotations for image-text pairs from the CC3M validation set.
ImagesTextsSemantic SegmentationMulti-Label Text ClassificationSegmentation
5 papers · 2 benchmarks
SV-Ident (Survey Variable Identification)
SV-Ident comprises 4,248 sentences from social science publications in English and German.
TextsText ClassificationInformation RetrievalEntity LinkingMulti-Label Text ClassificationParaphrase IdentificationSemantic Similarity+3 tasks
4 papers · 2 benchmarks
SciHTC
SciHTC is a dataset for hierarchical multi-label text classification (HMLTC) of scientific papers which contains 186,160 papers and 1,233 categories from the ACM CCS tree.
TextsClassificationText ClassificationMulti-Label Text ClassificationHierarchical Multi-label Classification
2 papers · 0 benchmarks
Antibody Watch
Antibody Watch is a dataset of text snippets extracted from over 2000 PubMed articles with annotations denoting specificity of antibodies.
TextsMulti-Label Text Classification
1 paper · 0 benchmarks
Dataset of Propaganda Techniques of the State-Sponsored Information Operation of the People's Republic of China
This data is for the Mis2-KDD 2021 under review paper: Dataset of Propaganda Techniques of the State-Sponsored Information Operation of the People’s Republic of China We present our dataset that focuses on propaganda techniques in Mandarin…
TextsMulti-Label ClassificationMulti-Label Text ClassificationPropaganda technique identification
1 paper · 1 benchmark
Korean UnSmile Dataset (SmilegateAI Korean UnSmile Dataset)
1.9K Korean Online Hate Speech Comments for Multilabel Classification (Annotated by Three Independent Labelers per Data)
TextsMulti-Label Text Classification
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.