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  • Weicheng Ma, Henry Scheible, Brian Wang,...
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    Dec 19th, 2023
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    conferencePaper
    Weicheng Ma, Henry Scheible, Brian Wang,...
    Dec 19th, 2023

    Warning: This paper contains content that is stereotypical and may be upsetting. This paper addresses the issue of demographic stereotypes present in Transformer-based pre-trained language models (PLMs) and aims to deepen our understanding of how these biases are encoded in these models. To accomplish this, we introduce an easy-to-use framework for examining the stereotype-encoding behavior of PLMs through a combination of model probing and textual analyses. Our findings reveal that a small...

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