Language Models Trained on Media Diets Can Predict Public Opinion

28 March 2023

Papers citing "Language Models Trained on Media Diets Can Predict Public Opinion"

20 / 20 papers shown

Title
Recalibrating the Compass: Integrating Large Language Models into Classical Research Methods Tai-Quan Peng Xuzhen Yang 82 0 0 26 May 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 140 4 0 24 Feb 2025
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look Shivani Upadhyay Ronak Pradeep Nandan Thakur Daniel Fernando Campos Nick Craswell I. Soboroff Hoa Trang Dang Jimmy J. Lin 115 20 0 13 Nov 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 144 2 0 29 Aug 2024
Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas Louis Kwok Michal Bravansky Lewis D. Griffin 92 15 0 13 Aug 2024
Virtual Personas for Language Models via an Anthology of Backstories Suhong Moon Marwa Abdulhai Minwoo Kang Joseph Suh Widyadewi Soedarmadji Eran Kohen Behar David M. Chan 88 15 0 09 Jul 2024
Large Language Models Assume People are More Rational than We Really are Ryan Liu Jiayi Geng Joshua C. Peterson Ilia Sucholutsky Thomas Griffiths 162 20 0 24 Jun 2024
COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities Zihao He Rebecca Dorn Siyi Guo Minh Duc Hoang Chu Kristina Lerman 92 8 0 17 Jun 2024
Can LLMs Learn Macroeconomic Narratives from Social Media? Almog Gueta Amir Feder Zorik Gekhman Ariel Goldstein Roi Reichart 106 4 0 17 Jun 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 110 22 0 28 Feb 2024
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning Gabriel Simmons Vladislav Savinov 49 1 0 12 Feb 2024
Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities Zihao He Ashwin Rao Siyi Guo Negar Mokhberian Kristina Lerman 55 6 0 02 Feb 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 105 57 0 22 Jan 2024
Do LLMs exhibit human-like response biases? A case study in survey design Lindia Tjuatja Valerie Chen Sherry Tongshuang Wu Ameet Talwalkar Graham Neubig 122 101 0 07 Nov 2023
Improving Interpersonal Communication by Simulating Audiences with Language Models Ryan Liu Howard Yen Raja Marjieh Thomas Griffiths Ranjay Krishna 45 12 0 01 Nov 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 117 52 0 24 Oct 2023
Opportunities and Risks of LLMs for Scalable Deliberation with Polis Christopher T. Small Ivan Vendrov Esin Durmus Hadjar Homaei Elizabeth Barry Julien Cornebise Ted Suzman Deep Ganguli Colin Megill 95 30 0 20 Jun 2023
Aligning Language Models to User Opinions EunJeong Hwang Bodhisattwa Prasad Majumder Niket Tandon 84 74 0 24 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 136 6 0 21 May 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 126 320 0 12 Apr 2023