language:
- en
size_categories: - n<1K
dataset_info: - config_name: dataset_included_information
features:- name: hf_link
dtype: string - name: organization
dtype: string - name: primary_data_source
dtype: string - name: reason_for_inclusion
dtype: string - name: year_published
dtype: int64 - name: prompt_type
dtype: string - name: prompt_creation
dtype: string - name: categorization
dtype: string - name: categorization_definition
dtype: string - name: dataset_size
dtype: int64 - name: datasets
dtype: string
splits: - name: train
num_bytes: 18250
num_examples: 13
download_size: 23129
dataset_size: 18250
- name: hf_link
- config_name: datasets_considered
features:- name: organization
dtype: string - name: primary_data_source
dtype: string - name: status
dtype: string - name: hf_link
dtype: string - name: other_relevant_links
dtype: string
splits: - name: train
num_bytes: 19616
num_examples: 140
download_size: 8209
dataset_size: 19616
configs:
- name: organization
- config_name: dataset_included_information
data_files:- split: train
path: dataset_included_information/train-*
- split: train
- config_name: datasets_considered
data_files:- split: train
path: datasets_considered/train-*
- split: train
Dataset Card for A Red-Teaming Repository of Existing Social Bias Prompts (Dataset Information)
Summary
This dataset provides detailed information on:
- Included Datasets: Information about each dataset that contributes to the unified repository of red-teaming prompts.
- Considered Datasets: Information on all reviewed datasets, including those not selected for inclusion.
Project Summary Page: For more information about my 2024 AI Safety Capstone project
All Prompts: Click here to view the unified dataset containing prompts.
Dataset Details
This dataset is part of my AI Safety Capstone project. It includes comprehensive details on the 13 datasets containing prompts about social biases, as well as brief information on the 140 datasets considered.
Dataset Structure
dataset_included_information
This section details the datasets included in the unified repository:
| Column Name | Description |
|---|---|
hf_link |
Link to the original dataset. |
organization |
The name of the organization that published the original dataset. |
primary_data_source |
Primary Data Source used to identify the dataset (Ex: safetyprompts.com, personal knowledge, etc). |
reason_for_inclusion |
Justification for inclusion, including dataset use, categorizations, links to original papers, etc. |
prompt_type |
Classification as a single prompt or a multi-turn conversation. |
prompt_creation |
Indicates if prompts were generated by humans, models, or a combination.. |
categorization |
Specific categorizations of interest within the original dataset (e.g., Hate Speech). |
categorization_definition |
Definition of the categorization of interest as described in the original dataset.. |
dataset_size |
Number of unique prompts from each original dataset. |
datasets_considered
This section lists all datasets considered, along with their inclusion status:
| Column Name | Description |
|---|---|
organization |
The name of the organization that published the original dataset. |
primary_data_source |
Primary data source used to identify the dataset (e.g., safetyprompts.com, personal knowledge).. |
status |
Inclusion status and reasons for exclusion, if applicable. |
hf_link |
Link to the original dataset, if applicable. |
other_relevant_links |
Links to papers or other resources if the dataset is not hosted on Hugging Face. |
For more information on Dataset Collection Methods check out my project page