Estimating the Personality of White-Box Language Models

25 April 2022

Papers citing "Estimating the Personality of White-Box Language Models"

12 / 12 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 79 1 0 30 Apr 2025
Improving Language Model Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 73 0 0 25 Apr 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 59 7 0 21 Oct 2024
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 43 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 39 5 0 06 Jun 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
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews Xintao Wang Yunze Xiao Jen-tse Huang Siyu Yuan Rui Xu ... Ziang Leng Wei Wang Jiangjie Chen Cheng Li Yanghua Xiao 34 84 0 27 Oct 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 58 119 0 01 Jul 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,000 0 31 Dec 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 620 0 03 Sep 2019