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Topic Classification datasets

archive 2025-07-28

10 datasets carry the task tag "Topic Classification" (the task itself: Topic Classification), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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 52Topic Classification 10

Topic Classification datasets 1–10 of 10

Yahoo! Answers
The Yahoo!
TextsText ClassificationUnsupervised Text ClassificationTopic Classification
132 papers · 2 benchmarks
How2Sign (A Large-scale Multimodal Dataset for Continuous American Sign Language)
The How2Sign is a multimodal and multiview continuous American Sign Language (ASL) dataset consisting of a parallel corpus of more than 80 hours of sign language videos and a set of corresponding modalities including speech, English…
Texts3DRGB-DRGB VideoVideo GenerationSign Language RecognitionVideo InpaintingSign Language TranslationGloss-free Sign Language TranslationTopic Classification+1 tasks
44 papers · 3 benchmarks
Amazon Product Data (rithik)
This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014.
TextsGraphsText ClassificationDomain AdaptationRecommendation SystemsStochastic OptimizationWildly Unsupervised Domain AdaptationTopic Classification
41 papers · 5 benchmarks
KLUE (Korean Language Understanding Evaluation)
Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language understanding capability of Korean language models.
TextsText ClassificationNamed Entity Recognition (NER)Relation ExtractionNatural Language InferenceDependency ParsingDialogue State Tracking+2 tasks
21 papers · 1 benchmark
20Newsgroup (10 tasks)
This dataset has 20 classes and each class has about 1000 documents.
Continual LearningTopic Classification
11 papers · 1 benchmark
Taiga Corpus (An open-source corpus for machine learning.)
Taiga is a corpus, where text sources and their meta-information are collected according to popular ML tasks.
TextsText ClassificationText GenerationReading ComprehensionChatbotConstituency ParsingTopic Classification+1 tasks
5 papers · 0 benchmarks
LLeQA (Long-form Legal Question Answering)
LLeQA is a French native dataset for studying information retrieval and long-form question answering in the legal domain.
TextsClassificationQuestion AnsweringText ClassificationRetrievalText RetrievalGenerative Question Answering+2 tasks
3 papers · 0 benchmarks
LatamXIX (19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction)
A novel dataset of 19th-century Latin American press texts, which addresses the lack of specialized corpora for historical and linguistic analysis in this region.
Text ClassificationSentiment AnalysisEntity LinkingHate Speech DetectionSlot FillingText Retrieval+5 tasks
2 papers · 0 benchmarks
Mapping Topics in 100,000 Real-Life Moral Dilemmas (Tuan Dung nguyen)
This dataset accompanies the ICWSM 2022 paper "Mapping Topics in 100,000 Real-Life Moral Dilemmas".
TextsTopic ModelsTopic Classification
1 paper · 0 benchmarks
Spanish Corpus XIX (19th Century Spanish Corpus)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
TextsClassificationSentiment AnalysisHate Speech DetectionText RetrievalSemantic SimilarityTopic Classification+2 tasks
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.