Assessing Multilingual Fairness in Pre-trained Multimodal Representations

Jialu Wang, Yang Liu, Xin Eric Wang

Recently pre-trained multimodal models, such as CLIP, have shown exceptional capabilities towards connecting images and natural language. The textual representations in English can…