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University of Turin, IT University of Copenhagen
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Language models are systematically erasing mentions of marginalized groups, with automated filters disproportionately flagging content related to transgender people and women.
LLMs struggle to verbalize rare entities, exhibiting lower performance and higher uncertainty compared to common entities, even in multilingual settings.
