Fair-ly

Analyze a webpage for social bias, using AI models from state-of-the-art bias detection papers (and implemented by the researchers who wrote them).

You can find papers behind the models under the hood of the extension in our docs (https://ethical-spectacle-research.gitbook.io/fair-ly).

The tasks this browser extension is meant to demonstrate are:

- Binary text classification (sentence -> biased/unbiased).

- Multi-label aspect classification (sentence -> gender bias, racial bias, etc).

- Mutli-label token classification (sentence -> word level labels for generalization, unfairness, and stereotypes)