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Research interests
Engineering and Technology
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Dive into the research topics where Etienne Ollion is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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From Codebooks to Promptbooks: Extracting Information from Text with Generative Large Language Models
Stuhler, O., Ton, C. D. & Ollion, E., 1 Aug 2025, In: Sociological Methods and Research. 54, 3 Special Issue: Integrating Generative AI into Social Scienc..., p. 794-848 55 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Bias. How Do Generative Language Models Answer Opinion Polls?
Boelaert, J., Coavoux, S., Ollion, É., Petev, I. & Präg, P., 1 Aug 2025, In: Sociological Methods and Research. 54, 3 Special Issue: Integrating Generative AI into Social Scienc..., p. 1156-1196 41 p.Research output: Contribution to journal › Article › peer-review
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Representing the Social Space: How Geometric Data Analysis Shaped Bourdieu’s Theory of Fields
Boelaert, J. & Ollion, É., 1 Sept 2025, In: American Sociologist. 56, 3, p. 476-494 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
LA FIN DU NOUVEAU MONDE
Boelaert, J., dit Milhet, L. C., Michon, S., Ollion, É. & Vermersch, G., 25 Apr 2024, In: Revue Francaise de Science Politique. 73, 2, p. 169-194 26 p.Research output: Contribution to journal › Article › peer-review
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The Augmented Social Scientist: Using Sequential Transfer Learning to Annotate Millions of Texts with Human-Level Accuracy
Do, S., Ollion, É. & Shen, R., 1 Aug 2024, In: Sociological Methods and Research. 53, 3, p. 1167-1200 34 p.Research output: Contribution to journal › Article › peer-review
Open Access -
The candidates: Amateurs and professionals in French Politics
Ollion, É., 22 Feb 2024, Oxford University Press. 182 p.Research output: Book/Report › Book › peer-review
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The dangers of using proprietary LLMs for research
Ollion, É., Shen, R., Macanovic, A. & Chatelain, A., 1 Jan 2024, In: Nature Machine Intelligence. 6, 1, p. 4-5 2 p.Research output: Contribution to journal › Letter › peer-review
Open Access -
MACHINE LEARNING AND THE ANALYSIS OF CULTURE
Mützel, S. & Ollion, É., 1 Jan 2023, The Oxford Handbook of the Sociology of Machine Learning. Oxford University Press, p. 649-672 24 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Que vaut un député ?
Translated title of the contribution :What is an MP worth? The compensation of French Parliamentarians (1914-2020) Research output: Contribution to journal › Article › peer-review
Open Access -
Review Essay on Pardo-Guerra’s The Quantified Scholar
Ollion, É., 1 Jan 2023, In: Sociologica. 17, 3, p. 149-155 7 p.Research output: Contribution to journal › Review article › peer-review