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Psychological assessment tools have long helped humans understand behavioural patterns.
Big five inventory
Oliver P John, Eileen M Donahue, and Robert L Kentle. 1991 · 1991
Earlier work this paper cites.
A very brief measure of the Big-Five personality domains
Samuel D Gosling, Peter J Rentfrow, and William B Swann. 2003 · 2003
Earlier work this paper cites.
The mini-IPIP scales: tiny-yet-effective measures of the Big Five factors of personality
M Brent Donnellan, Frederick L Oswald, Brendan M Baird, and Richard E Lucas. 2006 · 2006
Earlier work this paper cites.
Using item response theory to develop a 60-item representation of the NEO PI–R using the International Personality Item Pool: Development of the IPIP–NEO–60
Jessica L Maples-Keller, Rachel L Williamson, Chelsea E Sleep, Nathan T Carter, W Keith Campbell, and Joshua D Miller. 2019 · 2019
Earlier work this paper cites.
Meta-analytic investigations of the HEXACO Personality Inventory (-Revised)
Morten Moshagen, Isabel Thielmann, Benjamin E Hilbig, and Ingo Zettler. 2019 · 2019
Earlier work this paper cites.
Who is GPT-3? An exploration of personality, values and demographics. In Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) . Association for Computational Linguistics, Abu Dhabi, UAE, 218–227
Marilù Miotto, Nicola Rossberg, and Bennett Kleinberg. 2022 · 2022
Cited alongside, same era.
Evaluating and Inducing Personality in Pre-trained Language Models. In Thirty-seventh Conference on Neural Information Processing Systems
Guangyuan Jiang, Manjie Xu, Song-Chun Zhu, Wenjuan Han, Chi Zhang, and Yixin Zhu. 2023 · 2023
Cited alongside, same era.
Personality Traits in Large Language Models
Greg Serapio-García, Mustafa Safdari, Clément Crepy, Luning Sun, Stephen Fitz, Peter Romero, Marwa Abdulhai, Aleksandra Faust, and Maja Matarić. 2023 · 2023
Cited alongside, same era.
Probing the psychology of AI models
Richard Shiffrin and Melanie Mitchell. 2023 · 2023
Cited alongside, same era.
Thilo Hagendorff, Ishita Dasgupta, Marcel Binz, Stephanie C. Y. Chan, Andrew Lampinen, Jane X. Wang, Zeynep Akata, and Eric Schulz. 2024 · 2024
Later among the works it cites.
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits. In Findings of the Association for Computational Linguistics: NAACL 2024 . Association for Computational Linguistics, Mexico City, Mexico, 3605–3627
Hang Jiang, Xiajie Zhang, Xubo Cao, Cynthia Breazeal, Deb Roy, and Jad Kabbara. 2024 · 2024
Later among the works it cites.
Quantifying ai psychology: A psychometrics benchmark for large language models
Yuan Li, Yue Huang, Hongyi Wang, Xiangliang Zhang, James Zou, and Lichao Sun. 2024 · 2024
Later among the works it cites.
LLMs Simulate Big Five Personality Traits: Further Evidence
Aleksandra Sorokovikova, Natalia Fedorova, Sharwin Rezagholi, and Ivan P. Yamshchikov. 2024 · 2024
Later among the works it cites.
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