Simulating Opinion Dynamics with Networks of LLM-based Agents

Simulating Opinion Dynamics with Networks of LLM-based Agents

16 November 2023

Yun-Shiuan Chuang

Nikunj Harlalka

Siddharth Suresh

Timothy T. Rogers

Papers citing "Simulating Opinion Dynamics with Networks of LLM-based Agents"

18 / 18 papers shown

Title
SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation Yuncheng Hua Ji Miao Mehdi Jafari Jianxiang Xie Hao Xue Flora D. Salim 7 0 0 17 May 2025
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation Xinyi Mou Chen Qian Wei Liu Xuanjing Huang Zhongyu Wei LLMAG 28 0 0 11 May 2025
Beyond the Tragedy of the Commons: Building A Reputation System for Generative Multi-agent Systems Siyue Ren Wanli Fu Xinkun Zou Chen Shen Yi Cai Chen Chu Zhen Wang Shuyue Hu 55 0 0 08 May 2025
MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework Qirui Mi Girish A. Koushik Xiangning Yu Zhiyu Zhao Cheng Deng Bo An Haifeng Zhang Xu Chen Jun Wang 41 0 0 30 Apr 2025
Improving Language Model Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 73 0 0 25 Apr 2025
Unmasking Conversational Bias in AI Multiagent Systems Simone Mungari Giuseppe Manco Luca Maria Aiello LLMAG 56 0 0 24 Jan 2025
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 47 1 0 05 Oct 2024
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks Chenxi Wang Zongfang Liu Dequan Yang Xiuying Chen 40 7 0 28 Sep 2024
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation Ilya Gusev LLMAG 58 3 0 10 Sep 2024
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 37 5 0 05 Sep 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 49 6 0 29 Aug 2024
PersLLM: A Personified Training Approach for Large Language Models Zheni Zeng Jiayi Chen Haotian Chen Yukun Yan Yuxuan Chen Zhenghao Liu Zhiyuan Liu Maosong Sun LLMAG 52 2 0 17 Jul 2024
Exploring the Potential of Conversational AI Support for Agent-Based Social Simulation Model Design P. Siebers 40 0 0 12 May 2024
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation Xinyi Mou Zhongyu Wei Xuanjing Huang LLMAG 26 30 0 26 Feb 2024
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation Eilam Shapira Reut Apel Moshe Tennenholtz Roi Reichart Roi Reichart 37 1 0 17 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 235 1,754 0 07 Apr 2023
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 252 440 0 21 Jun 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,610 0 18 Sep 2019