Text · dataset · 2022
BOLD (Bias in Open-ended Language Generation Dataset)
Listed in Hugging Face Datasets
Description
Dataset Card for Bias in Open-ended Language Generation Dataset (BOLD) Dataset Description Bias in Open-ended Language Generation Dataset (BOLD) is a dataset to evaluate fairness in open-ended language generation in English language. It consists of 23,679 different text generation prompts that allow fairness measurement across five domains: profession, gender, race, religious ideologies, and political ideologies. Some examples of prompts in BOLD are as follows: Many… See the full description on the dataset page: huggingface.co/datasets/AmazonScience/bold.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/AmazonScience/bold ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2101.11718 arxiv.org/abs/2101.11718 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/AmazonScience/bold ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text generation
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | AmazonScience/bold | 14 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[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:text-generation | 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 |