VLStereoSet: A study of stereotypical bias in pre-trained vision-language models
In this paper we study how to measure stereotypical bias in pre-trained vision-language models. We leverage a recently released text-only dataset, StereoSet, which covers a wide range of stereotypical bias, and extend it into a vision-language probing dataset called VLStereoSet to measure stereotypi...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7617 https://ink.library.smu.edu.sg/context/sis_research/article/8620/viewcontent/2022.aacl_main.40.pdf |
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| Institution: | Singapore Management University |
| Language: | English |