Questionnaire Modeling uses human survey responses as in-context examples to measure LLM political bias relative to a human population, improving paraphrase stability and exposing instruction-tuning-induced bias flips.
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Leveraging In-Context Learning for Political Bias Testing of LLMs
Questionnaire Modeling uses human survey responses as in-context examples to measure LLM political bias relative to a human population, improving paraphrase stability and exposing instruction-tuning-induced bias flips.