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Estimating the Personality of White-Box Language Models

25 April 2022

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

36 / 36 papers shown

Title
Exploring Big Five Personality and AI Capability Effects in LLM-Simulated Negotiation Dialogues Myke C. Cohen Zhe Su Hsien-Te Kao Daniel Nguyen Spencer Lynch Maarten Sap Svitlana Volkova 208 0 0 19 Jun 2025
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification Tuc Nguyen Yifan Hu Thai Le DeLMO 233 0 0 20 May 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
Measurement of LLM's Philosophies of Human Nature Minheng Ni Ennan Wu Zidong Gong Zhiyong Yang Linjie Li Chung-Ching Lin Kevin Qinghong Lin Lijuan Wang Wangmeng Zuo 280 0 0 03 Apr 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
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 332 26 0 21 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
HLB: Benchmarking LLMs' Humanlikeness in Language Use Xufeng Duan Bei Xiao Xuemei Tang Zhenguang G. Cai 113 9 0 24 Sep 2024
Virtual Personas for Language Models via an Anthology of Backstories Suhong Moon Marwa Abdulhai Minwoo Kang Joseph Suh Widyadewi Soedarmadji Eran Kohen Behar David M. Chan 160 34 0 09 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
The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents Sinan Sonlu Bennie Bendiksen Funda Durupinar U. Güdükbay 279 21 0 24 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
Extroversion or Introversion? Controlling The Personality of Your Large Language Models Yanquan Chen Zhen Wu Junjie Guo Shujian Huang Xinyu Dai 104 0 0 07 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
Large Language Models Can Infer Personality from Free-Form User Interactions Heinrich Peters Moran Cerf S. C. Matz 155 18 0 19 May 2024
MacBehaviour: An R package for behavioural experimentation on large language models Xufeng Duan Shixuan Li Zhenguang G. Cai MLLM 250 4 0 13 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 291 165 0 28 Apr 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 259 157 0 17 Apr 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
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models S. Nguyen Uma-Naresh Niranjan Theja Tulabandhula 301 0 0 05 Mar 2024
Consistency Matters: Explore LLMs Consistency From a Black-Box Perspective Fufangchen Zhao Guoqiang Jin Jiaheng Huang Rui Zhao Fei Tan 172 3 0 27 Feb 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
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Lucio La Cava Andrea Tagarelli LLMAG AI4CE 301 24 0 13 Jan 2024
Challenging the Validity of Personality Tests for Large Language Models Tom Sühr Florian E. Dorner Samira Samadi Augustin Kelava 110 14 0 09 Nov 2023
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological InterviewsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xintao Wang Yunze Xiao Jen-tse Huang Siyu Yuan Rui Xu ... Ziang Leng Wei Wang Jiangjie Chen Cheng Li Yanghua Xiao 390 147 0 27 Oct 2023
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
Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench Shu Yang Wenxuan Wang E. Li Man Ho Lam Shujie Ren Youliang Yuan Wenxiang Jiao Zhaopeng Tu Michael R. Lyu LM&MA AI4MH ALM 196 33 0 02 Oct 2023
Survey of Consciousness Theory from Computational Perspective Zihan Ding Xiaoxi Wei Yidan Xu AI4CE 123 2 0 18 Sep 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
Large Language Models Can Infer Psychological Dispositions of Social Media UsersPNAS Nexus (PNAS Nexus), 2023 Heinrich Peters S. C. Matz 136 58 0 13 Sep 2023
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench Shu Yang Man Ho Lam E. Li Shujie Ren Wenxuan Wang Wenxiang Jiao Zhaopeng Tu Michael R. Lyu 311 65 0 07 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and OutlookInternational Journal of Computer Vision (IJCV), 2023 Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 195 10 0 31 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 585 173 0 01 Jul 2023
Towards Measuring the Representation of Subjective Global Opinions in Language Models Esin Durmus Karina Nyugen Thomas I. Liao Nicholas Schiefer Amanda Askell ... Alex Tamkin Janel Thamkul Jared Kaplan Jack Clark Deep Ganguli 243 326 0 28 Jun 2023
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits Hang Jiang Xiajie Zhang Xubo Cao Cynthia Breazeal Deb Roy Jad Kabbara 231 181 0 04 May 2023