A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making

10 May 2022

Niklas Kühl

Papers citing "A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making"

23 / 23 papers shown

Title
Navigating the Rashomon Effect: How Personalization Can Help Adjust Interpretable Machine Learning Models to Individual Users Julian Rosenberger Philipp Schröppel Sven Kruschel Mathias Kraus Patrick Zschech Maximilian Förster FAtt 29 0 0 11 May 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 105 5 0 12 Feb 2025
The Value of Information in Human-AI Decision-making Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman FAtt 59 0 0 10 Feb 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 45 0 0 19 Jan 2025
A Survey of AI Reliance S. Eckhardt Niklas Kuhl Mateusz Dolata Gerhard Schwabe 46 1 0 22 Jul 2024
Transferring Domain Knowledge with (X)AI-Based Learning Systems Philipp Spitzer Niklas Kühl Marc Goutier Manuel Kaschura G. Satzger 38 2 0 03 Jun 2024
Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support Felix Haag Carlo Stingl Katrin Zerfass K. Hopf Thorsten Staake 30 4 0 08 May 2024
Unraveling the Dilemma of AI Errors: Exploring the Effectiveness of Human and Machine Explanations for Large Language Models Marvin Pafla Kate Larson Mark Hancock 43 6 0 11 Apr 2024
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology H. Gu Chunxu Yang S. Magaki Neda Zarrin-Khameh N. Lakis ... Todd M. Stevens Sara L. Stone Wenzhong Yan Mohammad Haeri Xiang Ánthony' Chen 30 0 0 06 Apr 2024
How explainable AI affects human performance: A systematic review of the behavioural consequences of saliency maps Romy Müller HAI 45 6 0 03 Apr 2024
Negotiating the Shared Agency between Humans & AI in the Recommender System Mengke Wu Weizi Liu Yanyun Wang M. Yao 33 0 0 23 Mar 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
ALMANACS: A Simulatability Benchmark for Language Model Explainability Edmund Mills Shiye Su Stuart J. Russell Scott Emmons 56 7 0 20 Dec 2023
Explain To Decide: A Human-Centric Review on the Role of Explainable Artificial Intelligence in AI-assisted Decision Making Milad Rogha 41 0 0 11 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 34 6 0 03 Oct 2023
Using AI Uncertainty Quantification to Improve Human Decision-Making L. Marusich J. Bakdash Yan Zhou Murat Kantarcioglu 32 3 0 19 Sep 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 33 33 0 25 Jul 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 52 42 0 16 Mar 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
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 45 46 0 23 Sep 2022
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making Johannes Jakubik Jakob Schöffer Vincent Hoge Michael Vossing Niklas Kühl 24 11 0 08 Aug 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 298 39,217 0 01 Sep 2014
Learning Attitudes and Attributes from Multi-Aspect Reviews Julian McAuley J. Leskovec Dan Jurafsky 200 296 0 15 Oct 2012