AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction

16 May 2023

Papers citing "AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction"

19 / 19 papers shown

Title
Arti-"fickle" Intelligence: Using LLMs as a Tool for Inference in the Political and Social Sciences Lisa P. Argyle Ethan C. Busby Joshua R Gubler Bryce Hepner Alex Lyman David Wingate LLMAG 43 0 0 04 Apr 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 49 4 0 03 Apr 2025
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data Enzo Sinacola Arnault Pachot Thierry Petit 34 0 0 11 Mar 2025
Linear Representations of Political Perspective Emerge in Large Language Models Junsol Kim James Evans Aaron Schein 69 1 0 03 Mar 2025
Causal Inference on Outcomes Learned from Text Iman Modarressi Jann Spiess A. Venugopal CML SyDa 38 0 0 02 Mar 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 47 1 0 24 Feb 2025
Human Preferences in Large Language Model Latent Space: A Technical Analysis on the Reliability of Synthetic Data in Voting Outcome Prediction Sarah Ball Simeon Allmendinger Frauke Kreuter Niklas Kühl 44 0 0 22 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
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 23 16 0 13 Nov 2024
Exploring Social Desirability Response Bias in Large Language Models: Evidence from GPT-4 Simulations Sanguk Lee Kai-Qi Yang Tai-Quan Peng Ruth Heo Hui Liu 21 2 0 20 Oct 2024
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants Shivani Kapania William Agnew Motahhare Eslami Hoda Heidari Sarah E Fox 28 4 0 28 Sep 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
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 27 11 0 09 Jul 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 28 2 0 16 Jun 2024
Large Language Models (LLMs) as Agents for Augmented Democracy Jairo Gudiño-Rosero Umberto Grandi César A. Hidalgo LLMAG 24 127 0 06 May 2024
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation Jia Gu Liang Pang Huawei Shen Xueqi Cheng 26 0 0 13 Apr 2024
Hypothesis Generation with Large Language Models Yangqiaoyu Zhou Haokun Liu Tejes Srivastava Hongyuan Mei Chenhao Tan LRM 23 25 0 05 Apr 2024
Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias S. Lee T. Peng M. H. Goldberg S. A. Rosenthal J. Kotcher E. W. Maibach A. Leiserowitz AI4CE 10 16 0 01 Nov 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 14 8 0 14 Aug 2023