Gender bias in sentence completion by xlm-roberta-base (HONEST)
Date: 2022
Affected: FacebookAI/xlm-roberta-base
Attack vector: adversarial-input
Category: research
Severity: Medium

Sentence completions by xlm-roberta-base were found to be significantly biased against females in the HONEST hurtful-completion framework, perpetuating negative social and professional stereotypes.


Mitigations:

Architectural layers (MAESTRO):