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
On LLM Wizards: Identifying Large Language Models' Behaviors for Wizard of Oz Experiments Jingchao Fang Nikos Aréchiga Keiichi Namaoshi N. Bravo Candice L Hogan David A. Shamma 30 3 0 10 Jul 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 39 11 0 09 Jul 2024
"It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study Ian Drosos Advait Sarkar X. Xu Carina Negreanu Sean Rintel Lev Tankelevitch 37 13 0 03 Jul 2024
Jump Starting Bandits with LLM-Generated Prior Knowledge P. A. Alamdari Yanshuai Cao Kevin H. Wilson 25 1 0 27 Jun 2024
Revealing Fine-Grained Values and Opinions in Large Language Models Dustin Wright Arnav Arora Nadav Borenstein Srishti Yadav Serge J. Belongie Isabelle Augenstein 33 1 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks Yun-Shiuan Chuang Zach Studdiford Krirk Nirunwiroj Agam Goyal Vincent V. Frigo Sijia Yang Dhavan Shah Junjie Hu Timothy T. Rogers AI4CE 32 11 0 25 Jun 2024
LABOR-LLM: Language-Based Occupational Representations with Large Language Models Tianyu Du Ayush Kanodia Herman Brunborg Keyon Vafa Susan Athey 14 3 0 25 Jun 2024
Large Language Models Assume People are More Rational than We Really are Ryan Liu Jiayi Geng Joshua C. Peterson Ilia Sucholutsky Thomas L. Griffiths 63 16 0 24 Jun 2024
ChatGPT as Research Scientist: Probing GPT's Capabilities as a Research Librarian, Research Ethicist, Data Generator and Data Predictor Steven A. Lehr Aylin Caliskan Suneragiri Liyanage M. Banaji 51 25 0 20 Jun 2024
Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma? Nicoló Fontana Francesco Pierri L. Aiello 26 10 0 19 Jun 2024
Who's asking? User personas and the mechanics of latent misalignment Asma Ghandeharioun Ann Yuan Marius Guerard Emily Reif Michael A. Lepori Lucas Dixon LLMSV 41 7 0 17 Jun 2024
COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities Zihao He Rebecca Dorn Siyi Guo Minh Duc Hoang Chu Kristina Lerman 37 6 0 17 Jun 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models Bolei Ma Xinpeng Wang Tiancheng Hu Anna Haensch Michael A. Hedderich Barbara Plank Frauke Kreuter ALM 28 2 0 16 Jun 2024
Effective Generative AI: The Human-Algorithm Centaur S. Saghafian Lihi Idan 38 7 0 16 Jun 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? Haozhe An Christabel Acquaye Colin Wang Zongxia Li Rachel Rudinger 36 12 0 15 Jun 2024
GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science? Desmond C. Ong 44 3 0 13 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 33 5 0 06 Jun 2024
The Good, the Bad, and the Hulk-like GPT: Analyzing Emotional Decisions of Large Language Models in Cooperation and Bargaining Games Mikhail Mozikov Nikita Severin Valeria Bodishtianu Maria Glushanina Mikhail Baklashkin Andrey V. Savchenko Ilya Makarov LLMAG 36 4 0 05 Jun 2024
How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences of LLMs Shumiao Ouyang Hayong Yun Xingjian Zheng 44 4 0 03 Jun 2024
SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems Nathan Corecco Giorgio Piatti Luca A. Lanzendörfer Flint Xiaofeng Fan Roger Wattenhofer OffRL 29 2 0 01 Jun 2024
Generative AI Voting: Fair Collective Choice is Resilient to LLM Biases and Inconsistencies Srijoni Majumdar Edith Elkind Evangelos Pournaras SyDa 44 1 0 31 May 2024
Evaluating Large Language Model Biases in Persona-Steered Generation Andy Liu Mona Diab Daniel Fried 29 21 0 30 May 2024
Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation Atrisha Sarkar Andrei Ioan Muresanu Carter Blair Aaryam Sharma Rakshit S Trivedi Gillian K Hadfield 40 1 0 29 May 2024
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents Guangzhi Sun Xiao Zhan Jose Such 34 24 0 26 May 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel Priya Shanmugasundaram Mohammad Kachuee Kun Zhou Ruoxi Jia Ming Jin LRM 38 2 0 21 May 2024
Tailoring Vaccine Messaging with Common-Ground Opinions Rickard Stureborg Sanxing Chen Ruoyu Xie Aayushi Patel Christopher Li Chloe Qinyu Zhu Tingnan Hu Jun Yang Bhuwan Dhingra 27 0 0 17 May 2024
Facilitating Opinion Diversity through Hybrid NLP Approaches Michiel van der Meer 37 0 0 15 May 2024
Large Language Models Show Human-like Social Desirability Biases in Survey Responses Aadesh Salecha Molly E. Ireland Shashanka Subrahmanya João Sedoc L. Ungar J. Eichstaedt PILM AI4CE 41 5 0 09 May 2024
LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities Ö. Gürcan 27 10 0 08 May 2024
Large Language Models (LLMs) as Agents for Augmented Democracy Jairo Gudiño-Rosero Umberto Grandi César A. Hidalgo LLMAG 24 127 0 06 May 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 38 6 0 05 May 2024
Characterising the Creative Process in Humans and Large Language Models Surabhi S. Nath Peter Dayan Claire Stevenson 21 5 0 01 May 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 41 85 0 11 Apr 2024
Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level Chenxu Wang Bin Dai Huaping Liu Baoyuan Wang ALM LLMAG ELM 45 3 0 08 Apr 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said Yejin Bang Delong Chen Nayeon Lee Pascale Fung 29 25 0 27 Mar 2024
SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies Akshat Choube V. D. Swain Varun Mishra 45 1 0 25 Mar 2024
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data Shinka Mori Oana Ignat Andrew Lee Rada Mihalcea 32 2 0 25 Mar 2024
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation Se-eun Yoon Zhankui He J. Echterhoff Julian McAuley ELM LLMAG 22 19 0 13 Mar 2024
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li Guizhen Chen Wenhan Xia Junjie Hu A. Luu Shafiq R. Joty 29 18 0 05 Mar 2024
Evaluating and Optimizing Educational Content with Large Language Model Judgments Joy He-Yueya Noah D. Goodman Emma Brunskill AI4Ed 24 6 0 05 Mar 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 44 17 0 28 Feb 2024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents Ruiyang Ren Peng Qiu Yingqi Qu Jing Liu Wayne Xin Zhao Huaqin Wu Ji-Rong Wen Haifeng Wang LLMAG 35 11 0 27 Feb 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang Renhe Jiang Chuang Yang Zengqing Wu Makoto Onizuka Ryosuke Shibasaki Noboru Koshizuka Chuan Xiao LLMAG 34 31 0 22 Feb 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond Xinyu Wang Hainiu Xu Lin Gui Yulan He MoMe AIFin 36 1 0 22 Feb 2024
Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation Shiyang Lai Yujin Potter Junsol Kim Richard Zhuang Dawn Song James Evans 48 3 0 19 Feb 2024
IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction Inna Wanyin Lin Ashish Sharma Christopher Rytting Adam S. Miner Jina Suh Tim Althoff 27 11 0 19 Feb 2024
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents Zengqing Wu Run Peng Shuyuan Zheng Qianying Liu Xu Han Brian Inhyuk Kwon Makoto Onizuka Shaojie Tang Chuan Xiao 28 10 0 19 Feb 2024
Stick to Your Role! Context-dependence and Stability of Personal Value Expression in Large Language Models Grgur Kovač Rémy Portelas Masataka Sawayama Peter Ford Dominey Pierre-Yves Oudeyer LLMAG 24 1 0 19 Feb 2024
From Text to Map: A System Dynamics Bot for Constructing Causal Loop Diagrams Niyousha Hosseinichimeh A. Majumdar Ross Williams Navid Ghaffarzadegan 25 8 0 17 Feb 2024