Gender bias in bert-base-uncased sentence completions (HONEST)
Date: 2022
Affected: google-bert/bert-base-uncased
Attack vector: adversarial-input
Category: research
Severity: Medium

Sentence completions by bert-base-uncased were significantly biased for one lexical category as defined by the HONEST hurtful-completion framework.


Mitigations:

Architectural layers (MAESTRO):