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Selective Explanations: Leveraging Human Input to Align Explainable AI


Jan 23, 2023
Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan

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* 21 pages, 25 figures 

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Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations


Jan 18, 2023
Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan, Gagan Bansal

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Seamful XAI: Operationalizing Seamful Design in Explainable AI


Nov 12, 2022
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daume III

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Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI


Jun 22, 2022
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar

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* draft 

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Designing for Responsible Trust in AI Systems: A Communication Perspective


Apr 29, 2022
Q. Vera Liao, S. Shyam Sundar

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* FAccT 2022 paper draft 

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Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation


Apr 25, 2022
Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan

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* 18 pages, 44 figures 

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Investigating Explainability of Generative AI for Code through Scenario-based Design


Feb 10, 2022
Jiao Sun, Q. Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz

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Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies


Dec 21, 2021
Vivian Lai, Chacha Chen, Q. Vera Liao, Alison Smith-Renner, Chenhao Tan

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* 36 pages, 2 figures, see https://haidecisionmaking.github.io for website 

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Human-Centered Explainable AI (XAI): From Algorithms to User Experiences


Oct 23, 2021
Q. Vera Liao, Kush R. Varshney

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* draft for a book chapter 

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AI Explainability 360: Impact and Design


Sep 24, 2021
Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

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* arXiv admin note: text overlap with arXiv:1909.03012 

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