It's How You Ask: Gender-Associated Linguistic Bias in LLMs

Source: Arxiv.org· August 16, 2026
It's How You Ask: Gender-Associated Linguistic Bias in LLMs

Professional communication is increasingly mediated by LLMs - but do these models serve all users equally? We show that when prompts contain linguistic features more commonly used by women (hedges, tag questions, collective reference), they systematically eli…

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