Improving Human-AI Collaboration With Descriptions of AI Behavior

6 January 2023

Papers citing "Improving Human-AI Collaboration With Descriptions of AI Behavior"

14 / 14 papers shown

Title
Experimental Exploration: Investigating Cooperative Interaction Behavior Between Humans and Large Language Model Agents Guanxuan Jiang Yuyang Wang Pan Hui 32 2 0 10 Mar 2025
A No Free Lunch Theorem for Human-AI Collaboration Kenny Peng Nikhil Garg Jon Kleinberg FedML 74 1 0 21 Nov 2024
Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills Zana Buçinca S. Swaroop Amanda E. Paluch Finale Doshi-Velez Krzysztof Z. Gajos 48 2 0 05 Oct 2024
Towards certifiable AI in aviation: landscape, challenges, and opportunities Hymalai Bello Daniel Geißler L. Ray Stefan Muller-Divéky Peter Muller Shannon Kittrell Mengxi Liu Bo Zhou Paul Lukowicz 27 1 0 13 Sep 2024
A Survey of AI Reliance S. Eckhardt Niklas Kuhl Mateusz Dolata Gerhard Schwabe 46 1 0 22 Jul 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 26 20 0 25 Mar 2024
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making Shuai Ma Xinru Wang Ying Lei Chuhan Shi Ming Yin Xiaojuan Ma 29 24 0 14 Mar 2024
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning Zana Buçinca S. Swaroop Amanda E. Paluch Susan A. Murphy Krzysztof Z. Gajos 23 9 0 09 Mar 2024
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar Jimin J Lee Dennis L. Wei P. Sattigeri Subhro Das David Sontag 41 11 0 02 Nov 2023
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review Catalina Gomez Sue Min Cho Shichang Ke Chien-Ming Huang Mathias Unberath 32 1 0 30 Oct 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 30 32 0 25 Jul 2023
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook Teresa Datta John P. Dickerson 34 10 0 10 Mar 2023
Discovering and Validating AI Errors With Crowdsourced Failure Reports Ángel Alexander Cabrera Abraham J. Druck Jason I. Hong Adam Perer HAI 60 54 0 23 Sep 2021
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018