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Large Language Models (LLMs) demonstrate increasingly human-like abilities across a wide variety of tasks.
“Consensus in personality judgments at zero acquaintance”
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“Gender differences in personality traits across cultures: Robust and surprising findings”
Paul. Costa., Antonio Terracciano and Robert. McCrae · 2001
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“A room with a cue: Personality judgments based on offices and bedrooms”
Samuel. Gosling, Sei Ko, Thomas Mannarelli and Margaret. Morris · 2002
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“e-Perceptions: Personality Impressions Based on Personal Websites”
Simine Vazire and Samuel. Gosling · 2004
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“The international personality item pool and the future of public-domain personality measures”
Lewis. Goldberg et al · 2005
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“Message in a Ballad: The Role of Music Preferences in Interpersonal Perception”
Peter. Rentfrow and Samuel. Gosling · 2006
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“Online Communication Preferences across Age, Gender, and Duration of Internet Use” Publisher: Mary Ann Liebert, Inc., publishers
Stacy. Thayer and Sukanya Ray · 2006
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“The five-factor theory of personality”
Robert. McCrae and Paul. Costa · 2008
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“Facebook Profiles Reflect Actual Personality, Not Self-Idealization”
Mitja. Back et al · 2010
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“Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers”
Tal Yarkoni · 2010
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“Sources of Method Bias in Social Science Research and Recommendations on How to Control It”
Philip. Podsakoff, Scott. MacKenzie and Nathan. Podsakoff · 2012
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“Private traits and attributes are predictable from digital records of human behavior”
Michal Kosinski, David Stillwell and Thore Graepel · 2013
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“Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach”
H. Schwartz et al · 2013
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“Gender differences in Facebook self-presentation: An international randomized study”
Sigal Tifferet and Iris Vilnai-Yavetz · 2014
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“Automatic personality assessment through social media language”
Gregory Park et al · 2015
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“Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines”
Michal Kosinski et al · 2015
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“Computer-based personality judgments are more accurate than those made by humans”
Wu Youyou, Michal Kosinski and David Stillwell · 2015
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“Man is to computer programmer as woman is to homemaker? debiasing word embeddings”
Tolga Bolukbasi et al · 2016
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“Gender stereotypes in Facebook profiles: Are women more female online?”
Ursula Oberst, Vanessa Renau, Andrés Chamarro and Xavier Carbonell · 2016
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“Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis”
Danny Azucar, Davide Marengo and Michele Settanni · 2017
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“Psychological targeting as an effective approach to digital mass persuasion”
S.. Matz, M. Kosinski, G. Nave and D.. Stillwell · 2017
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“Language Models are Unsupervised Multitask Learners”, 2019
“Thinking Fast and Slow in Large Language Models”
Thilo Hagendorff, Sarah Fabi and Michal Kosinski · 2023
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“Overlap in meaning is a stronger predictor of semantic activation in GPT-3 than in humans”
Jan Digutsch and Michal Kosinski · 2023
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“Machine learning in recruiting: predicting personality from CVs and short text responses” Publisher: Frontiers
Eric Grunenberg et al · 2023
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“BiasAsker: Measuring the Bias in Conversational AI System”
Yuxuan Wan et al · 2023
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“Regulating ChatGPT and other Large Generative AI Models”
Philipp Hacker, Andreas Engel and Marco Mauer · 2023
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Alec Radford et al · 2019
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“Privacy in the age of psychological targeting”
Sandra. Matz, Ruth. Appel and Michal Kosinski · 2019
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“Social and juristic challenges of artificial intelligence”
Matjaž Perc, Mahmut Ozer and Janja Hojnik · 2019
Cited alongside, same era.
“Moral reframing: A technique for effective and persuasive communication across political divides”
Matthew Feinberg and Robb Willer · 2019
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“Language Models are Few-Shot Learners”
Tom Brown et al · 2020
Cited alongside, same era.
“Cambridge Analytica’s black box”
Margaret Hu · 2020
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“Self-presentation and gender on social media: an exploration of the expression of “authentic selves”” Publisher: Emerald Publishing Limited
Klaudia Kondakciu, Melissa Souto and Linda Zayer · 2021
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“GPT-3 and InstructGPT: technological dystopianism, utopianism, and “Contextual” perspectives in AI ethics and industry”
Anastasia Chan · 2023
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“Perils and Opportunities in Using Large Language Models in Psychological Research”
Suhaib Abdurahman et al · 2023
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Tao Yang et al · 2023
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“Estimating the Personality of White-Box Language Models” arXiv:2204.12000 [cs]
Saketh Karra, Son Nguyen and Theja Tulabandhula · 2023
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“Founder personality and entrepreneurial outcomes: A large-scale field study of technology startups”
Brandon Freiberg and Sandra. Matz · 2023
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“Artificial Intelligence Act: deal on comprehensive rules for trustworthy AI”, 2023
European Parliament · 2023
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“The potential of generative AI for personalized persuasion at scale” Publisher: Nature Publishing Group
S.. Matz et al · 2024
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Esin Durmus et al · 2024
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“Large Language Models Can Infer Personality from Free-Form User Interactions” Publisher: OSF Preprints, 2024
Heinrich Peters, Moran Cerf and Sandra Matz · 2024
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