Explanations Can Reduce Overreliance on AI Systems During
Decision-Making

Explanations Can Reduce Overreliance on AI Systems During Decision-Making

13 December 2022

Helena Vasconcelos

Madeleine Grunde-McLaughlin

Tobias Gerstenberg

Michael S. Bernstein

Papers citing "Explanations Can Reduce Overreliance on AI Systems During Decision-Making"

13 / 13 papers shown

Title
In defence of post-hoc explanations in medical AI Joshua Hatherley Lauritz Munch Jens Christian Bjerring 29 0 0 29 Apr 2025
Interactive Example-based Explanations to Improve Health Professionals' Onboarding with AI for Human-AI Collaborative Decision Making Min Hun Lee Renee Bao Xuan Ng Silvana Xin Yi Choo S. Thilarajah 26 0 0 24 Sep 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 34 16 0 17 Sep 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 22 0 0 06 Apr 2024
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making Kate Donahue Sreenivas Gollapudi Kostas Kollias 16 3 0 22 Aug 2023
Validating AI-Generated Code with Live Programming Kasra Ferdowsi Ruanqianqian Huang M. James Nadia Polikarpova Sorin Lerner 27 13 0 15 Jun 2023
BiasX: "Thinking Slow" in Toxic Content Moderation with Explanations of Implied Social Biases Yiming Zhang Sravani Nanduri Liwei Jiang Tongshuang Wu Maarten Sap 39 7 0 23 May 2023
In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making Raymond Fok Daniel S. Weld 19 61 0 12 May 2023
Towards Explainable AI Writing Assistants for Non-native English Speakers Yewon Kim Mina Lee Donghwi Kim Sung-Ju Lee 11 4 0 05 Apr 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 36 103 0 18 Jan 2023
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 36 45 0 23 Sep 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 172 185 0 03 Feb 2022
Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens Maia L. Jacobs Jeffrey He Melanie F. Pradier Barbara D. Lam Andrew C Ahn T. McCoy R. Perlis Finale Doshi-Velez Krzysztof Z. Gajos 49 144 0 01 Feb 2021