VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models

Kankan Zhou, Eason Lai, Jing Jiang. VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models. In Yulan He 0001, Heng Ji, Yang Liu 0005, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu, editors, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022. pages 527-538, Association for Computational Linguistics, 2022. [doi]

Abstract

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