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University Of Illinois At Urbana Champaign Papers

0 research papers from University Of Illinois At Urbana Champaign that used Prolific for participant recruitment.

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University Of Illinois At Urbana Champaign

University Of Illinois At Urbana Champaign: Research Institution — Prolific Citations Library

Browse 3 peer-reviewed papers from University Of Illinois At Urbana Champaign spanning Cognitive Psychology, Appropriate Reliance on LLMs (2021–2025). Research powered by Prolific's high-quality participant data.

This page lists 3 peer-reviewed papers from researchers at University Of Illinois At Urbana Champaign in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (3 of 3)

Fostering appropriate reliance on large language models: The role of explanations, sources, and inconsistencies

Authors: SSY Kim, JW Vaughan, QV Liao, T Lombrozo

Year: 2025

Published in: Proceedings of the ..., 2025 - dl.acm.org

Institution: Wake Forest University, University of Illinois at Urbana-Champaign, Princeton University, University of California Berkeley

Research Area: Appropriate Reliance on LLMs, Explainable AI (XAI), Human-AI Interaction, Cognitive Psychology

Discipline: Cognitive Psychology, Artificial Intelligence, Human-Computer Interaction

The study examines factors that influence users' reliance on LLM responses, finding explanations increase reliance, while sources and inconsistent explanations reduce reliance on incorrect responses.

Methods: Think-aloud study followed by a pre-registered, controlled experiment to assess the impact of explanations, sources, and inconsistencies in LLM responses on user reliance.

Key Findings: Users' reliance on LLM responses, accuracy, and the influence of explanations, inconsistencies, and sources on these measures.

DOI: https://doi.org/10.1145/3706598.3714020

Citations: 38

Sample Size: 308
Other Worlds: Using AI to Revisit Cybersyn and Rethink Economic Futures

Authors: L Munn, L Magee

Year: 2024

Published in: ArXiv

Institution: University of Illinois Urbana Champaign, University of Queensland

Research Area: AI and Economic Futures, Cybernetics, Social Science

Discipline: Artificial Intelligence, Economics
The trajectory of truth: A longitudinal study of the illusory truth effect

Authors: EL Henderson, DJ Simons, DJ Barr

Year: 2021

Published in: Journal of cognition, 2021 - pmc.ncbi.nlm.nih.gov

Institution: University of Illinois at Urbana-Champaign, Cornell University, University of Rochester, NiH

Research Area: Cognitive Psychology, Illusory Truth Effect, Misinformation, Memory

Discipline: Psychology

Citations: 78