Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information

28 February 2024

Papers citing "Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information"

20 / 20 papers shown

Title
Can Large Language Models Predict Associations Among Human Attitudes? Ana Ma Derek Powell 34 0 0 26 Mar 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 63 8 0 12 Feb 2025
Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models Georg Ahnert Max Pellert David García M. Strohmaier 35 0 0 10 Jan 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
LLM Generated Distribution-Based Prediction of US Electoral Results, Part I Caleb Bradshaw Caelen Miller Sean Warnick 31 0 0 05 Nov 2024
Intelligent Computing Social Modeling and Methodological Innovations in Political Science in the Era of Large Language Models Zhenyu Wang Yi Xu Dequan Wang Lingfeng Zhou Yiqi Zhou 32 0 0 07 Oct 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas Seungjong Sun Eungu Lee Seo Yeon Baek Seunghyun Hwang Wonbyung Lee Dongyan Nan Bernard J. Jansen Jang Hyun Kim 19 2 0 04 Oct 2024
The creative psychometric item generator: a framework for item generation and validation using large language models Antonio Laverghetta Jr. Simone Luchini Averie Linell Roni Reiter-Palmon Roger Beaty 16 0 0 30 Aug 2024
Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas Louis Kwok Michal Bravansky Lewis D. Griffin 29 11 0 13 Aug 2024
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction of Inter-demographic Sentiments Kunitomo Tanaka Ryohei Sasano Koichi Takeda 21 0 0 08 Aug 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 19 10 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 51 16 0 24 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 23 2 0 16 Jun 2024
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava A. Deshpande A. Kalyan Peter Clark Ashish Sabharwal Tushar Khot 105 49 0 08 Nov 2023
Susceptibility to Influence of Large Language Models Lewis D. Griffin Bennett Kleinberg Maximilian Mozes Kimberly T. Mai Maria Vau M. Caldwell Augustine N. Mavor-Parker 39 14 0 10 Mar 2023
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 92 36 0 24 Sep 2022
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 81 30 0 15 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 228 435 0 21 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022