On the Effect of Information Asymmetry in Human-AI Teams

On the Effect of Information Asymmetry in Human-AI Teams

3 May 2022

Niklas Kühl

Michael Vossing

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Papers citing "On the Effect of Information Asymmetry in Human-AI Teams"

18 / 18 papers shown

Title
From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks Joshua Holstein Moritz Diener Philipp Spitzer LLMAG 277 2 0 03 Apr 2025
The Value of Information in Human-AI Decision-making Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman FAtt 580 7 0 10 Feb 2025
AI-enhanced Collective Intelligence: The State of the Art and Prospects Hao Cui T. Yasseri 214 40 0 15 Mar 2024
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human KnowledgeInternational Conference on Climate Informatics (ICCI), 2023 Anna Kawakami Luke M. Guerdan Yanghuidi Cheng Matthew L. Lee Scott A. Carter Nikos Arechiga Kate Glazko Haiyi Zhu Kenneth Holstein 170 12 0 30 Aug 2023
On the Perception of Difficulty: Differences between Humans and AI Philipp Spitzer Joshua Holstein Michael Vossing Niklas Kühl 121 1 0 19 Apr 2023
Trust and Transparency in Recommender Systems Clara Siepmann Mohamed Amine Chatti 109 4 0 17 Apr 2023
Learning to Defer with Limited Expert PredictionsAAAI Conference on Artificial Intelligence (AAAI), 2023 Patrick Hemmer Lukas Thede Michael Vossing Johannes Jakubik Niklas Kühl 97 23 0 14 Apr 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task SatisfactionInternational Conference on Intelligent User Interfaces (IUI), 2023 Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 200 68 0 16 Mar 2023
Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-MakingConference on Fairness, Accountability and Transparency (FAccT), 2023 Luke M. Guerdan Amanda Coston Zhiwei Steven Wu Kenneth Holstein CML 314 35 0 13 Feb 2023
Appropriate Reliance on AI Advice: Conceptualization and the Effect of ExplanationsInternational Conference on Intelligent User Interfaces (IUI), 2023 Max Schemmer Niklas Kühl Carina Benz Andrea Bartos G. Satzger 189 150 0 04 Feb 2023
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-MakingInternational Conference on Human Factors in Computing Systems (CHI), 2022 Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 299 71 0 23 Sep 2022
Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables Kenneth Holstein Maria De-Arteaga Lakshmi Tumati Yanghuidi Cheng 236 33 0 28 Jul 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracyNeural Information Processing Systems (NeurIPS), 2022 Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 495 48 0 26 Jul 2022
Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer Philipp Spitzer Niklas Kühl Marc Goutier 112 8 0 01 Jul 2022
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-MakingAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 Max Schemmer Patrick Hemmer Maximilian Nitsche Niklas Kühl Michael Vossing 146 72 0 10 May 2022
On the Relationship Between Explanations, Fairness Perceptions, and Decisions Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 186 7 0 27 Apr 2022
A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML ComplementarityProceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2022 Charvi Rastogi Liu Leqi Kenneth Holstein Hoda Heidari 268 19 0 22 Apr 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016