Questioning the AI: informing design practices for explainable AI user experiences QV Liao, D Gruen, S Miller Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020 | 751 | 2020 |
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making Y Zhang, QV Liao, RKE Bellamy Proceedings of the 2020 conference on fairness, accountability, and …, 2020 | 664 | 2020 |
One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ... arXiv preprint arXiv:1909.03012, 2019 | 438 | 2019 |
Explaining models: an empirical study of how explanations impact fairness judgment J Dodge, QV Liao, Y Zhang, RKE Bellamy, C Dugan Proceedings of the 24th international conference on intelligent user …, 2019 | 358 | 2019 |
Expanding explainability: Towards social transparency in ai systems U Ehsan, QV Liao, M Muller, MO Riedl, JD Weisz Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021 | 337 | 2021 |
How data science workers work with data: Discovery, capture, curation, design, creation M Muller, I Lange, D Wang, D Piorkowski, J Tsay, QV Liao, C Dugan, ... Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019 | 296 | 2019 |
Resilient chatbots: Repair strategy preferences for conversational breakdowns Z Ashktorab, M Jain, QV Liao, JD Weisz Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019 | 264 | 2019 |
Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, G Melançon, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 401-413, 2021 | 231 | 2021 |
Human-centered explainable ai (xai): From algorithms to user experiences QV Liao, KR Varshney arXiv preprint arXiv:2110.10790, 2021 | 179 | 2021 |
Towards a science of human-ai decision making: a survey of empirical studies V Lai, C Chen, QV Liao, A Smith-Renner, C Tan arXiv preprint arXiv:2112.11471, 2021 | 163 | 2021 |
Beyond the filter bubble: interactive effects of perceived threat and topic involvement on selective exposure to information QV Liao, WT Fu Proceedings of the SIGCHI conference on human factors in computing systems …, 2013 | 162 | 2013 |
Face Value? Exploring the effects of embodiment for a group facilitation agent A Shamekhi, QV Liao, D Wang, RKE Bellamy, T Erickson Proceedings of the 2018 CHI conference on human factors in computing systems …, 2018 | 154 | 2018 |
Explainable active learning (xal) toward ai explanations as interfaces for machine teachers B Ghai, QV Liao, Y Zhang, R Bellamy, K Mueller Proceedings of the ACM on Human-Computer Interaction 4 (CSCW3), 1-28, 2021 | 152* | 2021 |
All work and no play? Conversations with a Question-and-Answer Chatbot in the Wild QV Liao, M Mas-ud Hussain, P Chandar, M Davis, Y Khazaeni, ... Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018 | 147 | 2018 |
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys with Open-ended Questions Z Xiao, MX Zhou, QV Liao, G Mark, C Chi, W Chen, H Yang ACM Transactions on Computer-Human Interaction (TOCHI) 27 (3), 1-37, 2020 | 144* | 2020 |
Investigating explainability of generative AI for code through scenario-based design J Sun, QV Liao, M Muller, M Agarwal, S Houde, K Talamadupula, ... Proceedings of the 27th International Conference on Intelligent User …, 2022 | 136 | 2022 |
FarmChat: a conversational agent to answer farmer queries M Jain, P Kumar, I Bhansali, QV Liao, K Truong, S Patel Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018 | 132 | 2018 |
What can you do? Studying social-agent orientation and agent proactive interactions with an agent for employees QV Liao, M Davis, W Geyer, M Muller, NS Shami Proceedings of the 2016 acm conference on designing interactive systems, 264-275, 2016 | 125 | 2016 |
Can you hear me now? Mitigating the echo chamber effect by source position indicators QV Liao, WT Fu Proceedings of the 17th ACM conference on Computer supported cooperative …, 2014 | 114 | 2014 |
Operationalizing human-centered perspectives in explainable AI U Ehsan, P Wintersberger, QV Liao, M Mara, M Streit, S Wachter, ... Extended abstracts of the 2021 CHI conference on human factors in computing …, 2021 | 109 | 2021 |