Papers by Gabriele Ruggeri
A Multi-dimensional study on Bias in Vision-Language models (2023.findings-acl)
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| Challenge: | Recent studies have focused on the issue of bias in joint Vision-Language models . pre-trained models complete a neutral template with a hurtful word 5% of the time . |
| Approach: | They propose to use a multi-dimensional bias metric to investigate bias in English VL models . they use gender, ethnicity, and age as dimensions to analyze bias in VLs . |
| Outcome: | The proposed model is based on gender, ethnicity, and age as dimensions. |