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StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

StereoTales reveals open-ended LLM generation emits shared harmful stereotypes that culturally adapt to prompt languages and align with human harmfulness ratings.

Pierre Le Jeune, Etienne Duchesne, Weixuan Xiao, Stefano Palminteri and 3 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 4/5