Papers citing 'Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs'

Title
Simulated Self-Assessment in Large Language Models: A Psychometric Approach to AI Self-Efficacy Daniel I Jackson Emma L Jensen Syed-Amad Hussain Emre Sezgin AI4MH ELM 219 0 0 25 Nov 2025
Profile-LLM: Dynamic Profile Optimization for Realistic Personality Expression in LLMs Shi-Wei Dai Yan-Wei Shie Tsung-Huan Yang Lun-Wei Ku Yung-Hui Li 85 0 0 25 Nov 2025
Augmenting Dialog with Think-Aloud Utterances for Modeling Individual Personality Traits by LLM Seiya Ishikura Hiroaki Yamada Tatsuya Hiraoka Hiroaki Yamada T. Tokunaga 36 0 0 10 Oct 2025
Know Thyself? On the Incapability and Implications of AI Self-Recognition Xiaoyan Bai Aryan Shrivastava Ari Holtzman Chenhao Tan SSL 184 1 0 03 Oct 2025
The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs Pengrui Han Rafal Kocielnik Peiyang Song Ramit Debnath Dean Mobbs Anima Anandkumar R. Alvarez 225 4 0 03 Sep 2025
CAPE: Context-Aware Personality Evaluation Framework for Large Language Models Jivnesh Sandhan Fei Cheng Tushar Sandhan Yugo Murawaki LLMAG 1.1K 0 0 28 Aug 2025
Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths Inderjeet Nair Lu Wang 139 1 0 03 Jun 2025
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 434 5 0 30 Apr 2025
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based GamesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Seungwon Lim Seungbeen Lee Dongjun Min Youngjae Yu AI4CE 332 0 0 09 Apr 2025
AI Will Always Love You: Studying Implicit Biases in Romantic AI Companions Clare Grogan Jackie Kay Maria Perez-Ortiz 231 1 0 27 Feb 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 374 49 0 04 Dec 2024
Personality-Guided Code Generation Using Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yike Guo Zhenpeng Chen Jing Zhang Yang Liu Xuhui Liu 295 3 0 16 Oct 2024
Humanity in AI: Detecting the Personality of Large Language Models Baohua Zhan Yongyi Huang Wenyao Cui Huaping Zhang Jianyun Shang 89 0 0 11 Oct 2024
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scalesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Maor Reuben Ortal Slobodin Aviad Elyshar Idan-Chaim Cohen Orna Braun-Lewensohn Odeya Cohen Rami Puzis 177 1 0 29 Sep 2024
Measuring Human and AI Values Based on Generative Psychometrics with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Haoran Ye Yuhang Xie Yuanyi Ren Hanjun Fang Xin Zhang Guojie Song LM&MA 407 8 0 18 Sep 2024
The Better Angels of Machine Personality: How Personality Relates to LLM Safety Jie Zhang Dongrui Liu Chao Qian Ziyue Gan Yong Liu Yu Qiao Jing Shao LLMAG PILM 167 17 0 17 Jul 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 210 7 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 249 37 0 20 Jun 2024
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuanyi Ren Haoran Ye Hanjun Fang Xin Zhang Guojie Song LLMAG ELM 206 13 0 06 Jun 2024
Dynamic Generation of Personalities with Large Language Models Jianzhi Liu Hexiang Gu Tianyu Zheng Liuyu Xiang Huijia Wu Jie Fu Zhaofeng He 166 5 0 10 Apr 2024
Identifying Multiple Personalities in Large Language Models with External Evaluation Xiaoyang Song Yuta Adachi Jessie Feng Mouwei Lin Linhao Yu Frank Li Akshat Gupta Gopala Anumanchipalli Simerjot Kaur LLMAG 128 10 0 22 Feb 2024
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation Changze Lv Jiajun Sun Changze Lv Tianlong Li Jianhan Xu Muling Wu Zixuan Ling Xiaoqing Zheng Xuanjing Huang 197 9 0 25 Oct 2023
Self-Assessment Tests are Unreliable Measures of LLM PersonalityBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2023 Akshat Gupta Xiaoyang Song Gopala Anumanchipalli 133 34 0 15 Sep 2023
A Survey on Evaluation of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Yu-Chu Chang Xu Wang Yongfeng Zhang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 576 2,595 0 06 Jul 2023
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 581 173 0 01 Jul 2023
Revisiting the Reliability of Psychological Scales on Large Language Models Shu Yang Wenxuan Wang Man Ho Lam E. Li Wenxiang Jiao Michael R. Lyu 250 22 0 31 May 2023