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Nils W. Metternich

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#natural language process... Preprint Sep 2026

Framing the Narrative: Ideological Mimicry in Large Language Models

Large language models (LLMs) are increasingly used to answer questions about politically contentious issues, yet evaluations typically treat a model's stance as a relatively stable property. Real users, however, communicate political signals through their terminology, assumptions, and personal context. We investigate w...

Olivia Macmillan-Scott, Michael Jacobs, Nils W. Metternich et al. · 0 citations

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