SocioVerse

This is the official repository for the paper 🚀SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. [📝 Paper]

✡️ Welcome to try our demo!

Try SocioVerse Demo here. 👉 http://www.fudan-disc.com/socioverse/.

You can customize diverse target user groups, design questions, and check simulation results with a detailed report!

🤗 Release of part of the user pool!

You can download the user pool here [ User Pool].

Repo Contents

• All the simulation questionnaires for three scenarios;
• Evaluation scripts and metrics;
• Code for the World Model SocioVerse (coming soon)

An Example of the Alignment Process

🌟 Contributions

• 🚀SocioVerse: a world model for social simulation comprising four powerful alignment modules；
• A pool of 10 million real-world users;
• Three illustrative simulation scenarios:
  • President Election Prediction of America;
  • Breaking News Feedback;
  • National Economic Survey of China.

Experiment Results

• Main Experiments

• Further Analysis

Citation

We are grateful if you find our work useful, and please cite our paper as follows:

@article{zhang2025socioverse
author = {Xinnong Zhang and Jiayu Lin and Xinyi Mou and Shiyue Yang and Xiawei Liu and Libo Sun and Hanjia Lyu and Yihang Yang and Weihong Qi and Yue Chen and Guanying Li and Ling Yan and Yao Hu and Siming Chen and Yu Wang and Jingxuan Huang and Jiebo Luo and Shiping Tang and Libo Wu and Baohua Zhou and Zhongyu Wei},
title = {SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users},
year = {2025},
journal={arXiv preprint arXiv:2504.10157},
}