Representation Bias in Political Sample Simulations with Large Language Models

16 July 2024

Papers citing "Representation Bias in Political Sample Simulations with Large Language Models"

5 / 5 papers shown

Title
Synthesizing Public Opinions with LLMs: Role Creation, Impacts, and the Future to eDemorcacy Rabimba Karanjai Boris Shor Amanda Austin Ryan Kennedy Yang Lu Lei Xu W. Shi SyDa 59 1 0 31 Mar 2025
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 53 1 0 18 Mar 2025
Large Language Models in Politics and Democracy: A Comprehensive Survey Goshi Aoki LM&MA AILaw 75 1 0 01 Dec 2024
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents X. Zhang Jiayu Lin L. Sun Weihong Qi Yihang Yang ... Siming Chen Jiebo Luo Xuanjing Huang Shiping Tang Zhongyu Wei LLMAG 32 10 0 28 Oct 2024
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections Leah von der Heyde Anna Haensch Alexander Wenz Bolei Ma 47 2 0 29 Aug 2024