I Ghezae: Researcher — Prolific Citations Library

Explore 1 peer-reviewed study by I Ghezae in Social Science Experiments and Large Language Model Prediction (2024). Discover research powered by Prolific's participant panel.

This page lists 1 peer-reviewed paper authored or co-authored by I Ghezae in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

Predicting results of social science experiments using large language models

Authors: L Hewitt, A Ashokkumar, I Ghezae, R Willer

Year: 2024

Published in: Preprint, 2024 - samim.io

Institution: Stanford University, New York University

Research Area: Social Science Experiments, Large Language Model Prediction, LLM

Discipline: Computational Social Science

The study presents a framework using large language models to predict outcomes of social science field experiments, achieving 78% accuracy but facing challenges with experiments on complex social issues.

Methods: Authors used an automated framework powered by large language models to predict outcomes of 276 field experiments drawn from economics literature.

Key Findings: The prediction accuracy of large language models for outcomes of field experiments addressing various human behaviors.

Citations: 68

Sample Size: 276