Out of One, Many: Using Language Models to Simulate Human Samples

14 September 2022

Papers citing "Out of One, Many: Using Language Models to Simulate Human Samples"

50 / 277 papers shown

Title
Comparing Exploration-Exploitation Strategies of LLMs and Humans: Insights from Standard Multi-armed Bandit Tasks Ziyuan Zhang Darcy Wang Ningyuan Chen Rodrigo Mansur Vahid Sarhangian 12 0 0 15 May 2025
Empirically evaluating commonsense intelligence in large language models with large-scale human judgments Tuan Dung Nguyen Duncan J. Watts Mark E. Whiting ELM 11 0 0 15 May 2025
Can Generative AI agents behave like humans? Evidence from laboratory market experiments R. Maria del Rio-Chanona Marco Pangallo Cars Hommes 19 0 0 12 May 2025
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation Xinyi Mou Chen Qian Wei Liu Xuanjing Huang Zhongyu Wei LLMAG 23 0 0 11 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 26 0 0 02 May 2025
Can Language Models Represent the Past without Anachronism? Ted Underwood Laura K. Nelson Matthew Wilkens 19 0 0 28 Apr 2025
Improving LLM Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 68 0 0 25 Apr 2025
Linking forward-pass dynamics in Transformers and real-time human processing Jennifer Hu Michael A. Lepori Michael Franke AI4CE 92 0 0 18 Apr 2025
AI Safety Should Prioritize the Future of Work Sanchaita Hazra Bodhisattwa Prasad Majumder Tuhin Chakrabarty 32 0 0 16 Apr 2025
The Art of Audience Engagement: LLM-Based Thin-Slicing of Scientific Talks Ralf Schmälzle Sue Lim Yuetong Du Gary Bente 23 0 0 15 Apr 2025
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users X. Zhang Jiayu Lin Xinyi Mou Shiyue Yang Xiawei Liu ... Jiebo Luo Shiping Tang Libo Wu Baohua Zhou Zhongyu Wei LLMAG 46 1 0 14 Apr 2025
An Image is Worth $K$ Topics: A Visual Structural Topic Model with Pretrained Image Embeddings Matías Piqueras Alexandra Segerberg Matteo Magnani Måns Magnusson Nataša Sladoje 35 0 0 14 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 31 0 0 04 Apr 2025
Cultural Learning-Based Culture Adaptation of Language Models Chen Cecilia Liu Anna Korhonen Iryna Gurevych 39 0 0 03 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
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data Massimiliano Luca Ciro Beneduce Bruno Lepri Jacopo Staiano 45 0 0 02 Apr 2025
PAARS: Persona Aligned Agentic Retail Shoppers Saab Mansour Leonardo Perelli Lorenzo Mainetti George Davidson Stefano DÁmato 41 0 0 31 Mar 2025
Synthesizing Public Opinions with LLMs: Role Creation, Impacts, and the Future to eDemorcacy Rabimba Karanjai Boris Shor Amanda Austin Ryan Kennedy Yang Lu Lei Xu W. Shi SyDa 59 1 0 31 Mar 2025
Can Large Language Models Predict Associations Among Human Attitudes? Ana Ma Derek Powell 34 0 0 26 Mar 2025
Inducing Personality in LLM-Based Honeypot Agents: Measuring the Effect on Human-Like Agenda Generation Lewis Newsham Ryan Hyland Daniel Prince 55 1 0 25 Mar 2025
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education Hayate Iso Pouya Pezeshkpour Nikita Bhutani Estevam R. Hruschka 63 0 0 24 Mar 2025
ChatBench: From Static Benchmarks to Human-AI Evaluation Serina Chang Ashton Anderson Jake M. Hofman ELM AI4MH 57 2 0 22 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Autonomous AI imitators increase diversity in homogeneous information ecosystems Emil Bakkensen Johansen Oliver Baumann SyDa 62 0 0 20 Mar 2025
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 53 1 0 18 Mar 2025
The Empty Chair: Using LLMs to Raise Missing Perspectives in Policy Deliberations S. Fulay Deb Roy 60 0 0 18 Mar 2025
Investigating Human-Aligned Large Language Model Uncertainty Kyle Moore Jesse Roberts Daryl Watson Pamela Wisniewski 51 0 0 16 Mar 2025
RESPONSE: Benchmarking the Ability of Language Models to Undertake Commonsense Reasoning in Crisis Situation Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller ReLM LRM 50 0 0 14 Mar 2025
LLM Agents Display Human Biases but Exhibit Distinct Learning Patterns Idan Horowitz Ori Plonsky 70 0 0 13 Mar 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
Adaptive political surveys and GPT-4: Tackling the cold start problem with simulated user interactions Fynn Bachmann Daan van der Weijden Lucien Heitz Cristina Sarasua Abraham Bernstein SyDa 65 0 0 12 Mar 2025
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data Enzo Sinacola Arnault Pachot Thierry Petit 34 0 0 11 Mar 2025
Identifying Non-Replicable Social Science Studies with Language Models Denitsa Saynova Kajsa Hansson Bastiaan Bruinsma Annika Fredén Moa Johansson 34 0 0 10 Mar 2025
Enough Coin Flips Can Make LLMs Act Bayesian Ritwik Gupta Rodolfo Corona Jiaxin Ge Eric Wang Dan Klein Trevor Darrell David M. Chan LRM BDL 45 1 0 06 Mar 2025
Linear Representations of Political Perspective Emerge in Large Language Models Junsol Kim James Evans Aaron Schein 75 2 0 03 Mar 2025
AI persuading AI vs AI persuading Humans: LLMs' Differential Effectiveness in Promoting Pro-Environmental Behavior Alexander Doudkin Pat Pataranutaporn Pattie Maes AI4CE 48 0 0 03 Mar 2025
Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach Ciro Beneduce Bruno Lepri Massimiliano Luca 28 0 0 01 Mar 2025
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions Matthias Orlikowski Jiaxin Pei Paul Röttger Philipp Cimiano David Jurgens Dirk Hovy 54 1 0 28 Feb 2025
Random Forest-of-Thoughts: Uncertainty-aware Reasoning for Computational Social Science Xiaohua Wu Xiaohui Tao Wenjie Wu Yuefeng Li Lin Li BDL LRM AI4CE 41 0 0 26 Feb 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases Shanshan Xu T. Y. S. S. Santosh Yanai Elazar Quirin Vogel Barbara Plank Matthias Grabmair AILaw 83 0 0 25 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 47 1 0 24 Feb 2025
Human Preferences in Large Language Model Latent Space: A Technical Analysis on the Reliability of Synthetic Data in Voting Outcome Prediction Sarah Ball Simeon Allmendinger Frauke Kreuter Niklas Kühl 46 0 0 22 Feb 2025
Eeyore: Realistic Depression Simulation via Supervised and Preference Optimization Siyang Liu Bianca Brie Wenda Li Laura Biester Andrew Lee J. Pennebaker Rada Mihalcea 28 0 0 21 Feb 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations Yong Cao Haijiang Liu Arnav Arora Isabelle Augenstein Paul Röttger Daniel Hershcovich 49 1 0 20 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Y. Li AI4CE 73 8 0 12 Feb 2025
Economics of Sourcing Human Data Sebastin Santy Prasanta Bhattacharya Manoel Horta Ribeiro Kelsey Allen Sewoong Oh 69 0 0 11 Feb 2025
Large Language Models' Accuracy in Emulating Human Experts' Evaluation of Public Sentiments about Heated Tobacco Products on Social Media Kwanho Kim Soojong Kim AI4MH 64 0 0 31 Jan 2025
Unmasking Conversational Bias in AI Multiagent Systems Erica Coppolillo Giuseppe Manco Luca Maria Aiello LLMAG 52 0 0 24 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 39 0 0 12 Jan 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Yu Wu Chenyang Yang 76 30 0 10 Jan 2025