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Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings
v1v2 (latest)

Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings

28 August 2024
Leo Yeykelis
Kaavya Pichai
James J. Cummings
Byron Reeves
ArXiv (abs)PDFHTML

Papers citing "Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings"

7 / 7 papers shown
Title
Sentiment Simulation using Generative AI Agents
Sentiment Simulation using Generative AI Agents
Melrose Tia
Jezreel Sophia Lanuzo
Lei Rigi Baltazar
Marie Joy Lopez-Relente
Diwa Malaya Quiñones
Jason Albia
19
0
0
28 May 2025
Generative Agent Simulations of 1,000 People
Generative Agent Simulations of 1,000 People
Joon Sung Park
Carolyn Q. Zou
Aaron Shaw
Benjamin Mako Hill
Carrie J. Cai
Meredith Ringel Morris
Robb Willer
Percy Liang
Michael S. Bernstein
SyDaVGenLM&RoAI4CE
56
99
0
15 Nov 2024
DE-COP: Detecting Copyrighted Content in Language Models Training Data
DE-COP: Detecting Copyrighted Content in Language Models Training Data
André V. Duarte
Xuandong Zhao
Arlindo L. Oliveira
Lei Li
76
40
0
15 Feb 2024
Out of One, Many: Using Language Models to Simulate Human Samples
Out of One, Many: Using Language Models to Simulate Human Samples
Lisa P. Argyle
Ethan C. Busby
Nancy Fulda
Joshua R Gubler
Christopher Rytting
David Wingate
SyDa
89
592
0
14 Sep 2022
Using cognitive psychology to understand GPT-3
Using cognitive psychology to understand GPT-3
Marcel Binz
Eric Schulz
ELMLLMAG
331
477
0
21 Jun 2022
Language Models are Few-Shot Learners
Language Models are Few-Shot Learners
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
795
42,055
0
28 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
1.8K
94,891
0
11 Oct 2018
1