Limited Ability of LLMs to Simulate Human Psychological Behaviours: a Psychometric Analysis

12 May 2024

Papers citing "Limited Ability of LLMs to Simulate Human Psychological Behaviours: a Psychometric Analysis"

13 / 13 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 55 0 0 30 Apr 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 51 4 0 03 Apr 2025
R.U.Psycho? Robust Unified Psychometric Testing of Language Models Julian Schelb Orr Borin David Garcia Andreas Spitz 37 0 0 13 Mar 2025
Scaffolding Empathy: Training Counselors with Simulated Patients and Utterance-level Performance Visualizations Ian Steenstra Farnaz Nouraei Timothy W. Bickmore 50 2 0 25 Feb 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs Ruxiao Chen Chenguang Wang Yuran Sun Xilei Zhao Susu Xu 83 1 0 24 Feb 2025
Mechanistic Interpretability of Emotion Inference in Large Language Models Ala Nekouvaght Tak Amin Banayeeanzade Anahita Bolourani Mina Kian Robin Jia Jonathan Gratch 49 0 0 08 Feb 2025
Turing Representational Similarity Analysis (RSA): A Flexible Method for Measuring Alignment Between Human and Artificial Intelligence Mattson Ogg Ritwik Bose Jamie Scharf Christopher Ratto Michael Wolmetz 76 2 0 30 Nov 2024
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 48 6 0 21 Oct 2024
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Junfeng Fang Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 25 2 0 02 Oct 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 26 1 0 02 Sep 2024
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features Jean Marie Tshimula D'Jeff K. Nkashama Jean Tshibangu Muabila René Manassé Galekwa Hugues Kanda ... Belkacem Chikhaoui Shengrui Wang Ali Mulenda Sumbu Xavier Ndona Raoul Kienge-Kienge Intudi 36 0 0 26 Jun 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 35 5 0 25 Jun 2024
Challenging the Validity of Personality Tests for Large Language Models Tom Sühr Florian E. Dorner Samira Samadi Augustin Kelava 6 9 0 09 Nov 2023