Data · dataset · 2022
hatexplain
Listed in Hugging Face Datasets
Hatexplain is the first benchmark hate speech dataset covering multiple aspects of the issue.
Description
Each post in the dataset is annotated from three different perspectives: the basic, commonly used 3-class classification (i.e., hate, offensive or normal), the target community (i.e., the community that has been the victim of hate speech/offensive speech in the post), and the rationales, i.e., the portions of the post on which their labelling decision (as hate, offensive or normal) is based.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Hate-speech-CNERG/hatexplain ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2012.10289 arxiv.org/abs/2012.10289 ↗
publication · from Hugging Face
- arXiv:1703.04009 arxiv.org/abs/1703.04009 ↗
publication · from Hugging Face
- arXiv:1908.11049 arxiv.org/abs/1908.11049 ↗
publication · from Hugging Face
- arXiv:1812.01693 arxiv.org/abs/1812.01693 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Hate-speech-CNERG/hatexplain ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text classification
- From keywords
- Computer Science & AI
- Inferred from text
- Audio 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Hate-speech-CNERG/hatexplain | 12 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].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 |