Social Simulacra: Creating Populated Prototypes for Social Computing Systems

Joon-Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

Type: Article

Publication Date: 2022-10-28

Citations: 77

DOI: https://doi.org/10.1145/3526113.3545616

Locations

arXiv (Cornell University) - View - PDF

Similar Works

Action	Title	Year	Authors
+	Social Simulacra: Creating Populated Prototypes for Social Computing Systems	2022	Joon-Sung Park Lindsay Popowski Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein
+ PDF Chat	Revisiting Piggyback Prototyping: Examining Benefits and Tradeoffs in Extending Existing Social Computing Systems	2022	Daniel A. Epstein Fannie Liu Andrés Monroy‐Hernández Dennis Wang
+	Generative Agents: Interactive Simulacra of Human Behavior	2023	Joon Sung Park Joseph O’Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein
+	Shaping the Emerging Norms of Using Large Language Models in Social Computing Research	2023	Hong Shen Tianshi Li Toby Jia-Jun Li Joon Sung Park Diyi Yang
+	Shaping the Emerging Norms of Using Large Language Models in Social Computing Research	2023	Hong Shen Tianshi Li Toby Jia-Jun Li Joon-Sung Park Diyi Yang
+	Generative Agents: Interactive Simulacra of Human Behavior	2023	Joon-Sung Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein
+ PDF Chat	Safeguarding Decentralized Social Media: LLM Agents for Automating Community Rule Compliance	2024	Lucio La Cava Andrea Tagarelli
+ PDF Chat	Y Social: an LLM-powered Social Media Digital Twin	2024	Giulio Rossetti Massimo Stella Rémy Cazabet Katherine Abramski Erica Cau Salvatore Citraro Andrea Failla Riccardo Improta Virginia Morini Valentina Pansanella
+	S3: Social-network Simulation System with Large Language Model-Empowered Agents	2023	Chen Gao Xiaochong Lan Zhihong Lu Jinzhu Mao Jinghua Piao Huandong Wang Depeng Jin Yong Li
+	Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms	2023	Petter Törnberg Диляра Валеева Justus Uitermark Christopher A. Bail
+	Can AI Moderate Online Communities?	2023	Henrik Axelsen Johannes Rude Jensen Sebastian Axelsen Valdemar Licht Omri Ross
+ PDF Chat	SAUCE: Synchronous and Asynchronous User-Customizable Environment for Multi-Agent LLM Interaction	2024	Shlomo Neuberger Niv Eckhaus Uri Berger Amir Taubenfeld Gabriel Stanovsky Ariel Goldstein
+ PDF Chat	S3: Social-network Simulation System with Large Language Model-Empowered Agents	2023	Chen Gao Xiaochong Lan Zhihong Lu Jinzhu Mao Jinghua Piao Huandong Wang Depeng Jin Yong Li
+ PDF Chat	OASIS: Open Agents Social Interaction Simulations on One Million Agents	2024	Ziyi Yang Zaibin Zhang Zirui Zheng Jiang Yu-xian Zhihua Gan Zhiyu Wang Ling Zhu Jinsong Chen Martz Ma Bowen Dong
+ PDF Chat	From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents	2024	Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang Xinnong Zhang Libo Sun Jiayu Lin Jie Zhou Xuanjing Huang
+ PDF Chat	LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities	2024	Önder Gürcan
+ PDF Chat	LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities	2024	Önder Gürcan
+ PDF Chat	Feedback Loops With Language Models Drive In-Context Reward Hacking	2024	Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt
+ PDF Chat	Modelisation a base d'Agent Augmentes par LLM pour les Simulations Sociales: Defis et Opportunites	2024	Önder Gürcan
+ PDF Chat	Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models	2024	Da Ju Adina Williams Brian Karrer Maximilian Nickel

Works That Cite This (44)

Action	Title	Year	Authors
+	Generative Agents: Interactive Simulacra of Human Behavior	2023	Joon Sung Park Joseph O’Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein
+	Pre-training LLMs using human-like development data corpus	2023	Khushi Bhardwaj Raj Sanjay Shah Sashank Varma
+ PDF Chat	CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations	2023	Myra Cheng Tiziano Piccardi Diyi Yang
+ PDF Chat	In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models	2024	Austin C Kozlowski Hyunku Kwon James A. Evans
+ PDF Chat	Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students	2024	Stephen MacNeil Magdalena Rogalska Juho Leinonen Paul Denny Arto Hellas Xandria Crosland
+	GPTeach: Interactive TA Training with GPT-based Students	2023	Julia Mae Markel Steven G. Opferman James A. Landay Chris Piech
+ PDF Chat	COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements	2023	Xuhui Zhou Hao Zhu Akhila Yerukola Thomas Davidson Jena D. Hwang Swabha Swayamdipta Maarten Sap
+	ScatterShot: Interactive In-context Example Curation for Text Transformation	2023	Sherry Wu Hua Shen Daniel S. Weld Jeffrey Heer Marco Túlio Ribeiro
+ PDF Chat	Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models	2023	Kaitlyn Zhou Dan Jurafsky Tatsunori Hashimoto
+ PDF Chat	Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis	2024	Caoyun Fan Jindou Chen Yaohui Jin Hao He

Works Cited by This (8)

Action	Title	Year	Authors
+	Proceedings of the 24th international conference on Machine learning	2007	John Langford Joëlle Pineau
+	Graph cluster randomization	2013	Johan Ugander Brian Karrer Lars Bäckström Jon Kleinberg
+ PDF Chat	Anyone Can Become a Troll	2017	Justin Cheng Michael S. Bernstein Cristian Danescu-Niculescu-Mizil Jure Leskovec
+ PDF Chat	Learning Visual Importance for Graphic Designs and Data Visualizations	2017	Zoya Bylinskii Nam Wook Kim Peter O’Donovan Sami Alsheikh Spandan Madan Hanspeter Pfister Frédo Durand Bryan Russell Aaron Hertzmann
+ PDF Chat	Deal or No Deal? End-to-End Learning of Negotiation Dialogues	2017	Mike Lewis Denis Yarats Yann Dauphin Devi Parikh Dhruv Batra
+ PDF Chat	Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity	2022	Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp
+	Surviving an "Eternal September"	2016	Charles Kiene Andrés Monroy‐Hernández Benjamin Mako Hill
+ PDF Chat	Measuring the Prevalence of Anti-Social Behavior in Online Communities	2022	Joon-Sung Park Joseph Seering Michael S. Bernstein