@inproceedings{sorokovikova-etal-2024-llms,
title = "{LLM}s Simulate Big5 Personality Traits: Further Evidence",
author = "Sorokovikova, Aleksandra and
Rezagholi, Sharwin and
Fedorova, Natalia and
Yamshchikov, Ivan",
editor = "Deshpande, Ameet and
Hwang, EunJeong and
Murahari, Vishvak and
Park, Joon Sung and
Yang, Diyi and
Sabharwal, Ashish and
Narasimhan, Karthik and
Kalyan, Ashwin",
booktitle = "Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024)",
month = mar,
year = "2024",
address = "St. Julians, Malta",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.personalize-1.7",
pages = "83--87",
abstract = "An empirical investigation into the simulation of the Big5 personality traits by large language models (LLMs), namely Llama-2, GPT-4, and Mixtral, is presented. We analyze the personality traits simulated by these models and their stability. This contributes to the broader understanding of the capabilities of LLMs to simulate personality traits and the respective implications for personalized human-computer interaction.",
}
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%0 Conference Proceedings
%T LLMs Simulate Big5 Personality Traits: Further Evidence
%A Sorokovikova, Aleksandra
%A Rezagholi, Sharwin
%A Fedorova, Natalia
%A Yamshchikov, Ivan
%Y Deshpande, Ameet
%Y Hwang, EunJeong
%Y Murahari, Vishvak
%Y Park, Joon Sung
%Y Yang, Diyi
%Y Sabharwal, Ashish
%Y Narasimhan, Karthik
%Y Kalyan, Ashwin
%S Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024)
%D 2024
%8 March
%I Association for Computational Linguistics
%C St. Julians, Malta
%F sorokovikova-etal-2024-llms
%X An empirical investigation into the simulation of the Big5 personality traits by large language models (LLMs), namely Llama-2, GPT-4, and Mixtral, is presented. We analyze the personality traits simulated by these models and their stability. This contributes to the broader understanding of the capabilities of LLMs to simulate personality traits and the respective implications for personalized human-computer interaction.
%U https://aclanthology.org/2024.personalize-1.7
%P 83-87
Markdown (Informal)
[LLMs Simulate Big5 Personality Traits: Further Evidence](https://aclanthology.org/2024.personalize-1.7) (Sorokovikova et al., PERSONALIZE-WS 2024)
ACL
- Aleksandra Sorokovikova, Sharwin Rezagholi, Natalia Fedorova, and Ivan Yamshchikov. 2024. LLMs Simulate Big5 Personality Traits: Further Evidence. In Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024), pages 83–87, St. Julians, Malta. Association for Computational Linguistics.