Profession gender stereotypes in xlm-roberta-base (Winobias)
Date: 2022
Affected: FacebookAI/xlm-roberta-base
Attack vector: adversarial-input
Category: research
Severity: Medium

Filling in pronouns in sentences tagged with professions using xlm-roberta-base was significantly biased on the Winobias dataset.


Mitigations:

Architectural layers (MAESTRO):