Machine Bias. How Do Generative Language Models Answer Opinion Polls? <sup/>

Research article (Sociological Methods & Research, 2025) · cited 14× · AI/ML

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Machine Bias. How Do Generative Language Models Answer Opinion Polls?

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Machine Bias. How Do Generative Language Models Answer Opinion Polls? ^{is a scholarly article^[1].}

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Machine Bias. How Do Generative Language Models Answer Opinion Polls? ^{'s instance of is recorded as scholarly article^[2].}

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Ivaylo D. Petev, Julien Boelaert, Patrick Präg, Samuel Coavoux

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Ivaylo D. Petev, Julien Boelaert, Patrick Präg, Samuel Coavoux

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[2] ↑ Machine Bias. How Do Generative Language Models Answer Opinion Polls? ^{— instance of (P31): scholarly article}. wikidata.org.

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[1] ↑ Machine Bias. How Do Generative Language Models Answer Opinion Polls? ^{is an instance of scholarly article (scholarly article) [P31, primary]}. Wikidata. wikidata.org.

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4ort.xyz Knowledge Graph. (2026). Machine Bias. How Do Generative Language Models Answer Opinion Polls? <sup/>. Retrieved May 24, 2026, from https://4ort.xyz/entity/machine-bias-how-do-generative-language-models-answer-opinion-polls-sup

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“Machine Bias. How Do Generative Language Models Answer Opinion Polls? <sup/>.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/machine-bias-how-do-generative-language-models-answer-opinion-polls-sup.

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@misc{4ortxyz_machine-bias-how-do-generative-language-models-answer-opinion-polls-sup_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Machine Bias. How Do Generative Language Models Answer Opinion Polls? <sup/>}}, year = {2026}, url = {https://4ort.xyz/entity/machine-bias-how-do-generative-language-models-answer-opinion-polls-sup}, note = {Accessed: 2026-05-24}}

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According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Machine Bias. How Do Generative Language Models Answer Opinion Polls? <sup/> — https://4ort.xyz/entity/machine-bias-how-do-generative-language-models-answer-opinion-polls-sup (retrieved 2026-05-24)

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