Table · dataset · 2025
hatebenchset
Listed in Hugging Face Datasets
HateBenchSet This is the HateBenchSet dataset curated in the USENIX 2025 paper HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns.
Description
It contains 7,838 samples across 34 identity groups, generated by six LLMs, i.e., GPT-3.5, GPT4, Vicuna, Baichuan2, Dolly2, and OPT. These samples are manually labeled, resulting in 3,641 hate samples and 4,197 non-hate samples.
Data Structure Column Description model Model used to generate… See the full description on the dataset page: huggingface.co/datasets/TrustAIRLab/HateBenchSet.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/TrustAIRLab/HateBenchSet ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/TrustAIRLab/HateBenchSet ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · text classification
- From keywords
- Computer Science & AI
- Inferred from text
- Audio 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | TrustAIRLab/HateBenchSet | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |