LLMs show significant demographic bias in decision-making, favoring women, younger ages, and certain minority backgrounds; summarization shows little bias, and bias patterns largely transfer from English to Dutch.
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Discrimination by LLMs: Cross-lingual Bias Assessment and Mitigation in Decision-Making and Summarisation
LLMs show significant demographic bias in decision-making, favoring women, younger ages, and certain minority backgrounds; summarization shows little bias, and bias patterns largely transfer from English to Dutch.