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Topic Models datasets

archive 2025-07-28

17 datasets carry the task tag "Topic Models" (the task itself: Topic Models), ordered by the archive's paper count. Page 1 of 1: 17 shown of 17. 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 Models 17

Topic Models datasets 1–17 of 17

AG News (AG’s News Corpus)
AG News (AG’s News Corpus) is a subdataset of AG's corpus of news articles constructed by assembling titles and description fields of articles from the 4 largest classes (“World”, “Sports”, “Business”, “Sci/Tech”) of AG’s Corpus.
TextsText ClassificationAnomaly DetectionStochastic OptimizationTopic ModelsShort Text ClusteringUnsupervised Text Classification+3 tasks
969 papers · 9 benchmarks
Reddit
The Reddit dataset is a graph dataset from Reddit posts made in the month of September, 2014.
GraphsClassificationQuestion AnsweringText ClassificationNode ClassificationText SummarizationGraph Classification+15 tasks
699 papers · 8 benchmarks
New York Times Annotated Corpus
The New York Times Annotated Corpus contains over 1.8 million articles written and published by the New York Times between January 1, 1987 and June 19, 2007 with article metadata provided by the New York Times Newsroom, the New York Times…
TextsRelation ExtractionText SummarizationUIEOpen Information ExtractionAbstractive Text SummarizationHierarchical Multi-label Classification+5 tasks
262 papers · 9 benchmarks
Arxiv HEP-TH citation graph
Arxiv HEP-TH (high energy physics theory) citation graph is from the e-print arXiv and covers all the citations within a dataset of 27,770 papers with 352,807 edges.
GraphsText ClassificationText SummarizationLanguage ModellingTopic ModelsDocument SummarizationExtended Summarization+1 tasks
35 papers · 5 benchmarks
20 Newsgroups
The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly across 20 different newsgroups.
TextsText ClassificationOut-of-Distribution DetectionText ClusteringText RetrievalTopic ModelsSupervised Text Retrieval
27 papers · 5 benchmarks
20NewsGroups
The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly across 20 different newsgroups.
Intrusion DetectionTopic ModelsUnsupervised Text Classification
20 papers · 3 benchmarks
Fashion 144K
Fashion 144K is a novel heterogeneous dataset with 144,169 user posts containing diverse image, textual and meta information.
Image ClusteringSemantic ParsingTopic Models
11 papers · 0 benchmarks
COVID-19 Twitter Chatter Dataset
A large-scale curated dataset of over 152 million tweets, growing daily, related to COVID-19 chatter generated from January 1st to April 4th at the time of writing.
Text ClassificationOut-of-Distribution DetectionText ClusteringText RetrievalTopic ModelsSupervised Text Retrieval+2 tasks
10 papers · 0 benchmarks
OpoSum
OPOSUM is a dataset for the training and evaluation of Opinion Summarization models which contains Amazon reviews from six product domains: Laptop Bags, Bluetooth Headsets, Boots, Keyboards, Televisions, and Vacuums.
TextsTopic ModelsDocument SummarizationMulti-Document Summarization
7 papers · 0 benchmarks
PostNauka
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
Topic Models
2 papers · 0 benchmarks
RuWiki-Good
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
Topic Models
2 papers · 0 benchmarks
COVID-19 Tweets with Motivation and Topics
The dataset contains Tweet IDs along with the location and tweet timestamp.
TextsText ClassificationTopic Models
1 paper · 0 benchmarks
MIE Articles Dataset (1996-2024)
This dataset contains 4606 articles from 1996 to 2024 that were presented in MIE (Medical Informatics Europe Conference) conferences.
TextsTopic Models
1 paper · 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
OAGT (Paper Topic Dataset)
OAGL is a paper topic dataset consisting of 6942930 records which comprise various scientific publication attributes like abstracts, titles, keywords, publication years, venues, etc.
TextsTopic Models
1 paper · 0 benchmarks
Reddit Ideology Database
Dataset with articles posted in the r/Liberal and r/Conservative subreddits.
TextsClassificationTopic ModelsGenerative Question AnsweringNews GenerationNews Recommendation
1 paper · 1 benchmark
MIE Articles Dataset
This dataset contains 4606 articles from 1996 to 2024 that were presented in MIE (Medical Informatics Europe Conference) conferences.
TextsTopic Models
0 papers · 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.