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Toxic Comment Classification datasets

archive 2025-07-28

7 datasets carry the task tag "Toxic Comment Classification" (the task itself: Toxic Comment Classification), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. 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 52Toxic Comment Classification 7

Toxic Comment Classification datasets 1–7 of 7

Civil Comments (Jigsaw Unintended Bias in Toxicity Classification)
At the end of 2017 the Civil Comments platform shut down and chose make their ~2m public comments from their platform available in a lasting open archive so that researchers could understand and improve civility in online conversations for…
TextsHate Speech DetectionToxic Comment Classification
156 papers · 1 benchmark
CAD (Contextual Abuse Dataset)
Dataset of primarily English Reddit entries which addresses several limitations of prior work.
TextsToxic Comment ClassificationToxic Spans Detection
8 papers · 1 benchmark
UIT-ViCTSD (UIT Vietnamese Constructive and Toxic Speech Detection)
UIT-ViCTSD (Vietnamese Constructive and Toxic Speech Detection) is a dataset for constructive and toxic speech detection in Vietnamese.
TextsToxic Comment Classification
7 papers · 0 benchmarks
WikiDetox (Wikipedia Detox)
An annotated dataset of 1m crowd-sourced annotations that cover 100k talk page diffs (with 10 judgements per diff) for personal attacks, aggression, and toxicity.
TextsToxic Comment ClassificationAggression Identification
7 papers · 0 benchmarks
Jigsaw Toxic Comment Classification Dataset
You are provided with a large number of Wikipedia comments which have been labeled by human raters for toxic behavior.
TextsToxic Comment Classification
4 papers · 1 benchmark
FairPrism
FairPrism is a dataset of 5,000 examples of AI-generated English text with detailed human annotations covering a diverse set of harms relating to gender and sexuality.
TextsHate Speech DetectionToxic Comment Classification
2 papers · 0 benchmarks
K-MHaS: Korean Multi-label Hate Speech Dataset
Korean Multi-label Hate Speech Dataset We introduce K-MHaS, a new multi-label dataset for hate speech detection that effectively handles Korean language patterns.
TextsHate Speech DetectionToxic Comment 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.