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News Classification datasets

archive 2025-07-28

12 datasets carry the task tag "News Classification" (the task itself: News Classification), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 52News Classification 12

News Classification datasets 1–12 of 12

IndicGLUE (Indic General Language Understanding Evaluation Benchmark)
We now introduce IndicGLUE, the Indic General Language Understanding Evaluation Benchmark, which is a collection of various NLP tasks as de- scribed below.
Text GenerationNamed Entity Recognition (NER)Sentiment AnalysisNatural Language InferenceMultiple Choice Question Answering (MCQA)News Classification
16 papers · 4 benchmarks
MasakhaNEWS
MasakhaNEWS is a benchmark dataset for news topic classification covering 16 languages widely spoken in Africa.
TextsNews Classification
12 papers · 0 benchmarks
GVFC (Gun Violence Frame Corpus)
This is a new dataset of news headlines and their frames related to the issue of gun violence in the United States.
ImagesTextsNews ClassificationNews Annotation
8 papers · 0 benchmarks
MN-DS (Multilabeled News Dataset)
Multilabeled News Dataset (MN-DS) is a dataset for news classification.
TextsText ClassificationNews Classification
4 papers · 0 benchmarks
HLGD (Headline Grouping Dataset)
The Headline Grouping dataset is a binary classification dataset on pairs of news headline.
TextsText ClassificationNews ClassificationNews Annotation
2 papers · 0 benchmarks
Reddit Ideological and Extreme Bias Dataset
Articles originating from subreddits with explicitly stated ideologies are categorized into three groups: 72,488 articles in the Liberal class, 79,573 articles in the Conservative class, and 225,083 articles in the Restricted class.
TextsTabularTablesText ClassificationNews ClassificationNews GenerationNews RecommendationNews AnnotationNews Summarization
2 papers · 1 benchmark
KINNEWS and KIRNEWS
Two news datasets (KINNEWS and KIRNEWS) for multi-class classification of news articles in Kinyarwanda and Kirundi, two low-resource African languages.
Multi-class ClassificationNews Classification
1 paper · 0 benchmarks
N15News
N15News is a large-scale multimodal news dataset comprising 200K imagetext pairs and 15 categories, which exceeding the previous news dataset in both the number of categories and samples.
ImagesTextsNews Classification
1 paper · 1 benchmark
Verifee
Verifee is a dataset of news articles with fine-grained trustworthiness annotations.
TextsNews Classification
1 paper · 0 benchmarks
BalitaNLP
A Filipino multi-modal language dataset for text+visual tasks.
ImagesTextsImage CaptioningText-to-Image GenerationNews ClassificationNews GenerationConditional Text Generation
0 papers · 0 benchmarks
CIDII Dataset (Correct Information and Disinformation about Islamic Issues)
The CIDII dataset is a binary classification, consisting of two classes of correct information and disinformation related to Islamic issues.
TextsFraud DetectionFake News DetectionNews ClassificationRumour DetectionMisinformationSatire Detection
0 papers · 0 benchmarks
Eduge (Eduge news classification dataset)
Eduge news classification dataset provided by Bolorsoft LLC.
TextsText ClassificationMulti-class ClassificationNews Classification
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.