Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making

14 April 2022

Niklas Kühl

Papers citing "Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making"

23 / 23 papers shown

Title
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 57 1 0 17 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 75 8 0 03 Feb 2025
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant Gaole He Nilay Aishwarya U. Gadiraju 51 6 0 29 Jan 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 53 0 0 19 Jan 2025
Personalized Help for Optimizing Low-Skilled Users' Strategy Feng Gu Wichayaporn Wongkamjan Jordan Lee Boyd-Graber Jonathan K. Kummerfeld Denis Peskoff Jonathan May 36 0 0 14 Nov 2024
How Performance Pressure Influences AI-Assisted Decision Making Nikita Haduong Noah A. Smith 26 0 0 21 Oct 2024
To Err Is AI! Debugging as an Intervention to Facilitate Appropriate Reliance on AI Systems Gaole He Abri Bharos U. Gadiraju 39 4 0 22 Sep 2024
Rel-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance Kaitlyn Zhou Jena D. Hwang Xiang Ren Nouha Dziri Dan Jurafsky Maarten Sap 53 3 0 10 Jul 2024
AI-enhanced Collective Intelligence: The State of the Art and Prospects Hao Cui T. Yasseri 48 10 0 15 Mar 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 51 46 0 27 Feb 2024
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making Zhuoran Lu Dakuo Wang Ming Yin 31 16 0 13 Jan 2024
How much informative is your XAI? A decision-making assessment task to objectively measure the goodness of explanations Marco Matarese F. Rea A. Sciutti 23 1 0 07 Dec 2023
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice Max Schemmer Andrea Bartos Philipp Spitzer Patrick Hemmer Niklas Kühl Jonas Liebschner G. Satzger 36 6 0 03 Oct 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 54 42 0 16 Mar 2023
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations Max Schemmer Niklas Kühl Carina Benz Andrea Bartos G. Satzger 23 98 0 04 Feb 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems Gaole He L. Kuiper U. Gadiraju 23 56 0 25 Jan 2023
On the Influence of Cognitive Styles on Users' Understanding of Explanations Lara Riefle Patrick Hemmer Carina Benz Michael Vossing Jannik Pries 26 5 0 05 Oct 2022
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making Johannes Jakubik Jakob Schöffer Vincent Hoge Michael Vossing Niklas Kühl 27 11 0 08 Aug 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 30 42 0 26 Jul 2022
On the Effect of Information Asymmetry in Human-AI Teams Patrick Hemmer Max Schemmer Niklas Kühl Michael Vossing G. Satzger 21 19 0 03 May 2022
On the Relationship Between Explanations, Fairness Perceptions, and Decisions Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 30 6 0 27 Apr 2022
On the Influence of Explainable AI on Automation Bias Max Schemmer Niklas Kühl Carina Benz G. Satzger 35 28 0 19 Apr 2022
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making Jakob Schoeffer Yvette Machowski Niklas Kuehl FaML 46 14 0 13 Sep 2021