Table · dataset · 2022
StereoSet
Listed in Hugging Face Datasets
Dataset Card for StereoSet Dataset
Description
Summary
StereoSet is a dataset that measures stereotype bias in language models. StereoSet consists of 17,000 sentences that measures model preferences across gender, race, religion, and profession. Supported Tasks and Leaderboards multiple-choice question answering Languages English (en) Dataset Structure Data Instances #intersentence {'bias_type': 'race', 'context': 'Many people live in… See the full description on the dataset page: huggingface.co/datasets/McGill-NLP/stereoset.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/McGill-NLP/stereoset ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2004.09456 arxiv.org/abs/2004.09456 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/McGill-NLP/stereoset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | McGill-NLP/stereoset | 11 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:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |