Identifying and Manipulating the Personality Traits of Language Models

20 December 2022

Papers citing "Identifying and Manipulating the Personality Traits of Language Models"

10 / 10 papers shown

Title
Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications Wenhan Dong Yuemeng Zhao Zhen Sun Yule Liu Zifan Peng ... Jun Wu Ruiming Wang Shengmin Xu Xinyi Huang Xinlei He LLMAG 61 0 0 30 Apr 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya V Ganesan Swanie Juhng O. Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. A. Schwartz J. Eichstaedt 81 0 0 03 Jan 2025
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales Maor Reuben Ortal Slobodin Aviad Elyshar Idan-Chaim Cohen Orna Braun-Lewensohn Odeya Cohen Rami Puzis 40 0 0 29 Sep 2024
Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models Zhiyuan Wen Yu Yang Jiannong Cao Haoming Sun Ruosong Yang Shuaiqi Liu 50 5 0 25 Jun 2024
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics Seungbeen Lee Seungwon Lim Seungju Han Giyeong Oh Hyungjoo Chae ... Beong-woo Kwak Yeonsoo Lee Dongha Lee Jinyoung Yeo Youngjae Yu 41 8 0 20 Jun 2024
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models Yuanyi Ren Haoran Ye Hanjun Fang Xin Zhang Guojie Song LLMAG ELM 34 5 0 06 Jun 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 56 17 0 28 Feb 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 63 13 0 13 Jan 2024
Personality Traits in Large Language Models Gregory Serapio-García Mustafa Safdari Clément Crepy Luning Sun Stephen Fitz P. Romero Marwa Abdulhai Aleksandra Faust Maja J. Matarić LM&MA LLMAG 58 119 0 01 Jul 2023
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 59 349 0 18 Aug 2022