Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

18 August 2022

Adam Tauman Kalai

Papers citing "Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies"

50 / 221 papers shown

Title
LLM Voting: Human Choices and AI Collective Decision Making Joshua C. Yang Damian Dailisan Marcin Korecki C. I. Hausladen Dirk Helbing 34 18 0 31 Jan 2024
Probing Language Models' Gesture Understanding for Enhanced Human-AI Interaction Philipp Wicke 27 2 0 31 Jan 2024
Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation Terrence Neumann Sooyong Lee Maria De-Arteaga S. Fazelpour Matthew Lease 34 4 0 29 Jan 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 29 3 0 29 Jan 2024
Relative Value Biases in Large Language Models William M. Hayes Nicolas Yax Stefano Palminteri 41 5 0 25 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 43 65 0 23 Jan 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 63 46 0 22 Jan 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Xiuying Chen Yaqi Wang Ruidi Chang Shichao Pei Nitesh V. Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 42 248 0 21 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 28 14 0 12 Jan 2024
AugSumm: towards generalizable speech summarization using synthetic labels from large language model Jee-weon Jung Roshan S. Sharma William Chen Bhiksha Raj Shinji Watanabe 53 4 0 10 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 59 20 0 03 Jan 2024
How Far Are LLMs from Believable AI? A Benchmark for Evaluating the Believability of Human Behavior Simulation Yang Xiao Yi Cheng Jinlan Fu Jiashuo Wang Wenjie Li Pengfei Liu LLMAG 49 4 0 28 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 41 18 0 27 Dec 2023
The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective George Gui Olivier Toubia 45 31 0 24 Dec 2023
Do LLM Agents Exhibit Social Behavior? Yan Leng Yuan Yuan LLMAG 36 34 0 23 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 41 105 0 19 Dec 2023
Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment Fengli Xu Jun Zhang Chen Gao J. Feng Yong Li AI4CE LLMAG 24 29 0 19 Dec 2023
CERN for AI: A Theoretical Framework for Autonomous Simulation-Based Artificial Intelligence Testing and Alignment Ljubiša Bojić Matteo Cinelli D. Ćulibrk Boris Delibasic 17 4 0 14 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 30 24 0 07 Dec 2023
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia A. Vezhnevets J. Agapiou Avia Aharon Ron Ziv Jayd Matyas Edgar A. Duénez-Guzmán William A. Cunningham Simon Osindero Danny Karmon Joel Z Leibo LLMAG LM&Ro AI4CE 35 40 0 06 Dec 2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 45 0 0 06 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 24 10 0 01 Dec 2023
Conceptual Engineering Using Large Language Models Bradley Paul Allen 29 0 0 01 Dec 2023
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground Zhenyu Xu Hailin Xu Zhouyang Lu Yingying Zhao Rui Zhu ... Robert P. Dick Fan Yang T. Lu Ning Gu L. Shang 40 2 0 30 Nov 2023
Algorithmic Persuasion Through Simulation Keegan Harris Nicole Immorlica Brendan Lucier Aleksandrs Slivkins 26 3 0 29 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 36 53 0 20 Nov 2023
GPT in Data Science: A Practical Exploration of Model Selection Nathalia Nascimento Cristina Tavares Paulo S. C. Alencar Donald D. Cowan 13 3 0 20 Nov 2023
You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments Bangzhao Shu Lechen Zhang Minje Choi Lavinia Dunagan Lajanugen Logeswaran Moontae Lee Dallas Card David Jurgens 19 33 0 16 Nov 2023
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava A. Deshpande A. Kalyan Peter Clark Ashish Sabharwal Tushar Khot 128 101 0 08 Nov 2023
Do LLMs exhibit human-like response biases? A case study in survey design Lindia Tjuatja Valerie Chen Sherry Tongshuang Wu Ameet Talwalkar Graham Neubig 27 80 0 07 Nov 2023
DeepInception: Hypnotize Large Language Model to Be Jailbreaker Xuan Li Zhanke Zhou Jianing Zhu Jiangchao Yao Tongliang Liu Bo Han 42 151 0 06 Nov 2023
Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias S. Lee T. Peng M. H. Goldberg S. A. Rosenthal J. Kotcher E. W. Maibach A. Leiserowitz AI4CE 15 16 0 01 Nov 2023
From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models Dongjun Kang Joonsuk Park Yohan Jo Jinyeong Bak 26 2 0 27 Oct 2023
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models Wenxuan Wang Wenxiang Jiao Jingyuan Huang Ruyi Dai Jen-tse Huang Zhaopeng Tu Michael R. Lyu 54 27 0 19 Oct 2023
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations Myra Cheng Tiziano Piccardi Diyi Yang LLMAG 18 67 0 17 Oct 2023
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming Manh Hung Nguyen Sebastian Tschiatschek Adish Singla AI4Ed 21 7 0 15 Oct 2023
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination Kai Zhang Yangyang Kang Fubang Zhao Xiaozhong Liu 24 23 0 21 Sep 2023
Framework-Based Qualitative Analysis of Free Responses of Large Language Models: Algorithmic Fidelity A. Amirova T. Fteropoulli Nafiso Ahmed Martin R. Cowie Joel Z Leibo 18 5 0 06 Sep 2023
Instruction Position Matters in Sequence Generation with Large Language Models Yanjun Liu Xianfeng Zeng Fandong Meng Jie Zhou LRM 51 8 0 23 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 41 1,118 0 22 Aug 2023
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 30 46 0 17 Aug 2023
Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering Edward Junprung LLMAG 19 13 0 14 Aug 2023
SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors Steve J. Bickley H. F. Chan Bang Dao B. Torgler Son Tran 11 1 0 01 Aug 2023
Large Language Models as Superpositions of Cultural Perspectives Grgur Kovač Masataka Sawayama Rémy Portelas Cédric Colas Peter Ford Dominey Pierre-Yves Oudeyer LLMAG 35 33 0 15 Jul 2023
Questioning the Survey Responses of Large Language Models Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 28 31 0 13 Jun 2023
Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming Qianou Ma Tongshuang Wu Kenneth R. Koedinger 13 33 0 08 Jun 2023
Turning large language models into cognitive models Marcel Binz Eric Schulz 32 53 0 06 Jun 2023
User Behavior Simulation with Large Language Model based Agents Lei Wang Jingsen Zhang Hao-ran Yang Zhiyuan Chen Jiakai Tang ... Wayne Xin Zhao Jun Xu Zhicheng Dou Jun Wang Ji-Rong Wen LM&Ro LLMAG 22 39 0 05 Jun 2023
Strategic Reasoning with Language Models Kanishk Gandhi Dorsa Sadigh Noah D. Goodman LM&Ro LRM 42 36 0 30 May 2023
Training Socially Aligned Language Models on Simulated Social Interactions Ruibo Liu Ruixin Yang Chenyan Jia Ge Zhang Denny Zhou Andrew M. Dai Diyi Yang Soroush Vosoughi ALM 37 45 0 26 May 2023