Home › Datasets › task › Hate Speech Detection
Hate Speech Detection datasets
archive 2025-07-2847 datasets carry the task tag "Hate Speech Detection" (the task itself: Hate Speech Detection), ordered by the archive's paper count. Page 1 of 1: 47 shown of 47. 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 52Hate Speech Detection 47
Hate Speech Detection datasets 1–47 of 47
Dataset of hate speech annotated on Internet forum posts in English at sentence-level.
180 papers · 1 benchmark
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…
156 papers · 1 benchmark
OLID (Offensive Language Identification Dataset)
The OLID is a hierarchical dataset to identify the type and the target of offensive texts in social media.
152 papers · 1 benchmark
Covers multiple aspects of the issue.
105 papers · 2 benchmarks
A large-scale and machine-generated dataset of 274,186 toxic and benign statements about 13 minority groups.
85 papers · 0 benchmarks
HatEval (SemEval 2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter)
Hate Speech is commonly defined as any communication that disparages a person or a group on the basis of some characteristic such as race, color, ethnicity, gender, sexual orientation, nationality, religion, or other characteristics.
67 papers · 1 benchmark
HSOL is a dataset for hate speech detection.
67 papers · 0 benchmarks
The Implicit Hate corpus is a dataset for hate speech detection with fine-grained labels for each message and its implication.
58 papers · 0 benchmarks
ETHOS (multi-labEl haTe speecH detectiOn dataSet)
ETHOS is a hate speech detection dataset.
20 papers · 2 benchmarks
MMHS150k (Multimodal Hate Speech)
Existing hate speech datasets contain only textual data.
15 papers · 0 benchmarks
ViHSD (Vietnamese Hate Speech Detection Dataset)
This dataset contains 33,400 annotated comments used for hate speech detection on social network sites.
12 papers · 0 benchmarks
Introduces three datasets of expressing hate, commonly used topics, and opinions for hate speech detection, document classification, and sentiment analysis, respectively.
6 papers · 0 benchmarks
SWSR (Sina Weibo Sexism Review)
The Sina Weibo Sexism Review (SWSR) dataset is a dataset to research online sexism in Chinese.
6 papers · 0 benchmarks
A corpus of Offensive Language and Hate Speech Detection for Danish This DKhate dataset contains 3600 comments from the web annotated for offensive language, following the Zampieri et al.
5 papers · 1 benchmark
DeToxy (DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances)
DeToxy is a publicly available toxicity annotated dataset for the English language.
5 papers · 0 benchmarks
ToLD-Br (Toxic Language Detection for Brazilian Portuguese)
The Toxic Language Detection for Brazilian Portuguese (ToLD-Br) is a dataset with tweets in Brazilian Portuguese annotated according to different toxic aspects.
5 papers · 1 benchmark
Hate speech has become one of the most significant issues in modern society, with implications in both the online and offline worlds.
4 papers · 1 benchmark
A new multilingual multi-aspect hate speech analysis dataset and use it to test the current state-of-the-art multilingual multitask learning approaches.
4 papers · 0 benchmarks
HatemojiCheck is a test suite for detecting emoji-based hate of 3,930 test cases covering seven functionalities of emoji-based hate and six identities.
3 papers · 0 benchmarks
Presents 9.4K manually labeled entertainment news comments for identifying Korean toxic speech, collected from a widely used online news platform in Korea.
3 papers · 0 benchmarks
AraCOVID19-MFH (AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset)
AraCOVID19-MFH is a manually annotated multi-label Arabic COVID-19 fake news and hate speech detection dataset.
2 papers · 0 benchmarks
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.
2 papers · 0 benchmarks
HERDPhobia is an annotated hate speech detection dataset on Fulani herders in Nigeria -- in three languages: English, Nigerian-Pidgin, and Hausa.
2 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.
2 papers · 0 benchmarks
ThreatGram 101 - Extreme Telegram Data (ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels)
Data 1: Raw and Unlabeled; 2 million unlabeled replies from 17 Telegram channels.
2 papers · 1 benchmark
chinahate dataset contains a total of 2,172,333 tweets hashtagged #china posted during the time it was collected.
1 paper · 0 benchmarks
The dataset contains 7,601 Gab posts classified on three different aspects: abuse presence or not, abuse severity and abuse target.
1 paper · 0 benchmarks
CoRAL dataset (CoRAL: a Context-aware Croatian Abusive Language Dataset)
CoRAL is a language and culturally aware Croatian Abusive dataset covering phenomena of implicitness and reliance on local and global context.
1 paper · 0 benchmarks
A large dataset of over 18,000,000 English tweets posted by ∼7K echo users was constructed in the following manner: 1.
1 paper · 0 benchmarks
Echo Corpus (Arviv et al, 2021) infused with information from KnowledJe (Halevy, 2023).
1 paper · 0 benchmarks
HS-BAN is a binary class hate speech (HS) dataset in Bangla language consisting of more than 50,000 labeled comments, including 40.17% hate and rest are non hate speech.
1 paper · 0 benchmarks
Multi-Modal Hate Speech Detection with Graph Context.
1 paper · 0 benchmarks
Dataset Description - Paper: TBC - Point of Contact: Josh McGiff (Josh.McGiff@ul.ie) Dataset Summary This dataset was developed to address the significant gap in online hate speech detection, particularly focusing on homophobia, which is…
1 paper · 0 benchmarks
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.
1 paper · 0 benchmarks
We introduce KnowledJe, an English-language knowledge graph of antisemitic history and language from the 20th century to the present.
1 paper · 0 benchmarks
APEACH is the first crowd-generated Korean evaluation dataset for hate speech detection.
1 paper · 0 benchmarks
L3Cube-MahaCorpus is a Marathi monolingual data set scraped from different internet sources.
1 paper · 0 benchmarks
M-Phasis (A Feature-Based Corpus of Hate Online)
A corpus of 9k German and French user comments collected from migration-related news articles.
1 paper · 0 benchmarks
NJH (Not Just Hate)
NJH is a dataset of over 40,000 tweets about immigration from the US and UK, annotated with six labels for different aspects of incivility and intolerance.
1 paper · 0 benchmarks
Peer to Peer Hate is a comprehensive hate speech dataset capturing various types of hate.
1 paper · 0 benchmarks
SHAJ (Spoken Hate in the Albanian Jargon)
This is an abusive/offensive language detection dataset for Albanian.
1 paper · 1 benchmark
With the rise of social media, user-generated content has surged, and hate speech has proliferated.
1 paper · 0 benchmarks
Spanish Corpus XIX (19th Century Spanish Corpus)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
The ComMA Dataset v0.2 is a multilingual dataset annotated with a hierarchical, fine-grained tagset marking different types of aggression and the "context" in which they occur.
1 paper · 0 benchmarks
ViTHSD (Vietnamese Targeted-Hate-Speech-Detection)
A Vietnamese dataset for hate speech detection by the specific target.
1 paper · 0 benchmarks
bajer_danish_misogyny (Bajer Online Misogyny)
This is a high-quality dataset of annotated posts sampled from social media posts and annotated for misogyny.
1 paper · 1 benchmark
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.