gender bias

2 items

RESEARCHDEV.to AI·25d ago

A Survey on Gender Bias in Natural Language Processing

A survey on gender bias in Natural Language Processing analyzes how gender stereotypes are perpetuated in AI models. The study discusses methods to mitigate these biases and explores challenges in creating more equitable NLP systems.

AI bias Natural Language Processing AI ethics gender bias

RESEARCHarXiv CS.CL·8d ago

Your Multimodal Speech Model Says I Have a Face for Radio

This paper proposes the first bias evaluation of multimodal speech recognition, revealing significant quality-of-service differences across mWhisper-Flamingo and Gemini models based on self-declared gender and ethnicity. These findings highlight a priority for developers to evaluate, fix, and communicate such biases.

multimodal AI AI bias ethnicity bias gender bias