Q. Vera Liao

133 papers A* 21A 8B 2C 1Journal 67Unranked 33
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistants.
CHI
Shalaleh Rismani, Su Lin Blodgett, Q. Vera Liao, Alexandra Olteanu, AJung Moon
2026 — conf
Participatory AI & Social Justice.
CHI Extended Abstracts
Maria Luce Lupetti, Christina N. Harrington, Massimo Menichinelli, Cristina Zaga, Laura Forlano, Alessandro Bozzon, Q. Vera Liao
2026 A* conf
Results-Actionability Gap: Understanding How Practitioners Evaluate LLM Products in the Wild.
CHI
Willem van der Maden, Malak Sadek, Ziang Xiao, Aske Mottelson, Q. Vera Liao, Jichen Zhu
2026 — conf
Third Workshop on Human-Centered Evaluation and Auditing of Language Models: AI Agents-in-the-Loop.
CHI Extended Abstracts
Willem van der Maden, Wesley Hanwen Deng, Yu Lu Liu, Han Jiang, Valerie Chen, Haotian Li, Juho Kim, Q. Vera Liao, Wei Xu, Motahhare Eslami, Ziang Xiao
2025 J jnl
'It was 80% me, 20% AI': Seeking Authenticity in Co-Writing with Large Language Models.
Proc. ACM Hum. Comput. Interact.
Angel Hsing-Chi Hwang, Q. Vera Liao, Su Lin Blodgett, Alexandra Olteanu, Adam Trischler
2025 J jnl
As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making.
CoRR
Jingshu Li, Yitian Yang, Q. Vera Liao, Junti Zhang, Yi-Chieh Lee
2025 A* conf
As Confidence Aligns: Understanding the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making.
CHI
Jingshu Li, Yitian Yang, Q. Vera Liao, Junti Zhang, Yi-Chieh Lee
2025 A* conf
Canvil: Designerly Adaptation for LLM-Powered User Experiences.
CHI
K. J. Kevin Feng, Q. Vera Liao, Ziang Xiao, Jennifer Wortman Vaughan, Amy X. Zhang, David W. McDonald
2025 J jnl
Challenges of Human Oversight: Achieving Human Control of AI-Based Systems (Dagstuhl Seminar 25272).
Dagstuhl Reports
Markus Langer, Raimund Dachselt, Q. Vera Liao, Tim Miller, Nava Tintarev
2025 A* conf
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies.
CHI
Sunnie S. Y. Kim, Jennifer Wortman Vaughan, Q. Vera Liao, Tania Lombrozo, Olga Russakovsky
2025 J jnl
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies.
CoRR
Sunnie S. Y. Kim, Jennifer Wortman Vaughan, Q. Vera Liao, Tania Lombrozo, Olga Russakovsky
2025 J jnl
Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions.
ACM Trans. Comput. Hum. Interact.
Helena Vasconcelos, Gagan Bansal, Adam Fourney, Q. Vera Liao, Jennifer Wortman Vaughan
2025 J jnl
Generative AI and Creative Work: Narratives, Values, and Impacts.
CoRR
Baptiste Caramiaux, Kate Crawford, Q. Vera Liao, Gonzalo Ramos, Jenny Williams
2025 — conf
Human-Centered Evaluation and Auditing of Language Models.
CHI Extended Abstracts
Yu Lu Liu, Wesley Hanwen Deng, Michelle S. Lam, Motahhare Eslami, Juho Kim, Q. Vera Liao, Wei Xu, Jekaterina Novikova, Ziang Xiao
2025 J jnl
Measuring and mitigating overreliance is necessary for building human-compatible AI.
CoRR
Lujain Ibrahim, Katherine M. Collins, Sunnie S. Y. Kim, Anka Reuel, Max Lamparth, Kevin Feng, Lama Ahmad, Prajna Soni, Alia El Kattan, Merlin Stein, Siddharth Swaroop, Ilia Sucholutsky, Andrew Strait, Q. Vera Liao, Umang Bhatt
2025 — conf
Responsibly Training Foundation Models: Actualizing Ethical Principles for Curating Large-Scale Training Datasets in the Era of Massive AI Models.
CSCW Companion
Morgan Klaus Scheuerman, Dora Zhao, Jerone T. A. Andrews, Abeba Birhane, Q. Vera Liao, Georgia Panagiotidou, Pooja Chitre, Kathleen H. Pine, Shawn Walker, Jieyu Zhao, Alice Xiang
2025 J jnl
Why is AI Not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.
IEEE Trans. Vis. Comput. Graph.
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
2024 — conf
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust.
FAccT
Sunnie S. Y. Kim, Q. Vera Liao, Mihaela Vorvoreanu, Stephanie Ballard, Jennifer Wortman Vaughan
2024 J jnl
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust.
CoRR
Sunnie S. Y. Kim, Q. Vera Liao, Mihaela Vorvoreanu, Stephanie Ballard, Jennifer Wortman Vaughan
2024 J jnl
"It was 80% me, 20% AI": Seeking Authenticity in Co-Writing with Large Language Models.
CoRR
Angel Hsing-Chi Hwang, Q. Vera Liao, Su Lin Blodgett, Alexandra Olteanu, Adam Trischler
2024 J jnl
Canvil: Designerly Adaptation for LLM-Powered User Experiences.
CoRR
K. J. Kevin Feng, Q. Vera Liao, Ziang Xiao, Jennifer Wortman Vaughan, Amy X. Zhang, David W. McDonald
2024 J jnl
ECBD: Evidence-Centered Benchmark Design for NLP.
CoRR
Yu Lu Liu, Su Lin Blodgett, Jackie Chi Kit Cheung, Q. Vera Liao, Alexandra Olteanu, Ziang Xiao
2024 A* conf
Generative Echo Chamber? Effect of LLM-Powered Search Systems on Diverse Information Seeking.
CHI
Nikhil Sharma, Q. Vera Liao, Ziang Xiao
2024 J jnl
Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking.
CoRR
Nikhil Sharma, Q. Vera Liao, Ziang Xiao
2024 — conf
Human-Centered Evaluation and Auditing of Language Models.
CHI Extended Abstracts
Ziang Xiao, Wesley Hanwen Deng, Michelle S. Lam, Motahhare Eslami, Juho Kim, Mina Lee, Q. Vera Liao
2024 J jnl
Seamful XAI: Operationalizing Seamful Design in Explainable AI.
Proc. ACM Hum. Comput. Interact.
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daumé III
2024 A* conf
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations.
CHI
Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl
2024 J jnl
UX Matters: The Critical Role of UX in Responsible AI.
Interactions
Q. Vera Liao, Mihaela Vorvoreanu, Hari Subramonyam, Lauren Wilcox
2023 J jnl
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap.
CoRR
Q. Vera Liao, Jennifer Wortman Vaughan
2023 A* conf
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience.
CHI
Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan
2023 J jnl
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience.
CoRR
Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan
2023 A* conf
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory.
EMNLP
Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao
2023 J jnl
Evaluating NLG Evaluation Metrics: A Measurement Theory Perspective.
CoRR
Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao
2023 — conf
GenAICHI 2023: Generative AI and HCI at CHI 2023.
CHI Extended Abstracts
Michael J. Muller, Lydia B. Chilton, Anna Kantosalo, Q. Vera Liao, Mary Lou Maher, Charles Patrick Martin, Greg Walsh
2023 J jnl
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions.
CoRR
Helena Vasconcelos, Gagan Bansal, Adam Fourney, Q. Vera Liao, Jennifer Wortman Vaughan
2023 — conf
Human-Centered Responsible Artificial Intelligence: Current & Future Trends.
CHI Extended Abstracts
Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael J. Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu
2023 J jnl
Human-Centered Responsible Artificial Intelligence: Current & Future Trends.
CoRR
Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael J. Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu
2023 — conf
Human-Computer Interaction and AI: What practitioners need to know to design and build effective AI system from a human perspective.
CHI Extended Abstracts
Daniel M. Russell, Q. Vera Liao, Chinmay Kulkarni, Elena L. Glassman, Nikolas Martelaro
2023 — conf
LLMs and the Infrastructure of CSCW.
CSCW Companion
Chinmay Kulkarni, Tongshuang Wu, Kenneth Holstein, Q. Vera Liao, Min Kyung Lee, Mina Lee, Hariharan Subramonyam
2023 A conf
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access.
IUI
Ziang Xiao, Q. Vera Liao, Michelle X. Zhou, Tyrone Grandison, Yunyao Li
2023 J jnl
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access.
CoRR
Ziang Xiao, Q. Vera Liao, Michelle X. Zhou, Tyrone Grandison, Yunyao Li
2023 J jnl
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap.
CoRR
Q. Vera Liao, Ziang Xiao
2023 J jnl
Selective Explanations: Leveraging Human Input to Align Explainable AI.
CoRR
Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan
2023 J jnl
Selective Explanations: Leveraging Human Input to Align Explainable AI.
Proc. ACM Hum. Comput. Interact.
Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan
2023 J jnl
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders.
CoRR
Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Vera Liao, Alexandra Olteanu, Jina Suh, Koustuv Saha
2023 J jnl
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders.
Proc. ACM Hum. Comput. Interact.
Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Vera Liao, Alexandra Olteanu, Jina Suh, Koustuv Saha
2023 — conf
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding.
IUI Companion
Ziang Xiao, Xingdi Yuan, Q. Vera Liao, Rania Abdelghani, Pierre-Yves Oudeyer
2023 J jnl
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding.
CoRR
Ziang Xiao, Xingdi Yuan, Q. Vera Liao, Rania Abdelghani, Pierre-Yves Oudeyer
2023 — conf
Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies.
FAccT
Vivian Lai, Chacha Chen, Alison Smith-Renner, Q. Vera Liao, Chenhao Tan
2023 A conf
Understanding Uncertainty: How Lay Decision-makers Perceive and Interpret Uncertainty in Human-AI Decision Making.
IUI
Snehal Prabhudesai, Leyao Yang, Sumit Asthana, Xun Huan, Q. Vera Liao, Nikola Banovic
2023 J jnl
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.
CoRR
Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan, Gagan Bansal
2023 J jnl
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.
Proc. ACM Hum. Comput. Interact.
Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan, Gagan Bansal
2023 J jnl
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.
CoRR
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
2023 A* conf
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks.
CHI
Steven Moore, Q. Vera Liao, Hariharan Subramonyam
2023 J jnl
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks.
CoRR
Steven Moore, Q. Vera Liao, Hariharan Subramonyam
2022 A* conf
AI Explainability 360: Impact and Design.
AAAI
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2022 B conf
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI.
HCOMP
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar
2022 J jnl
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI.
CoRR
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar
2022 — conf
Designing for Responsible Trust in AI Systems: A Communication Perspective.
FAccT
Q. Vera Liao, S. Shyam Sundar
2022 J jnl
Designing for Responsible Trust in AI Systems: A Communication Perspective.
CoRR
Q. Vera Liao, S. Shyam Sundar
2022 A* conf
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CHI
Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan
2022 J jnl
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CoRR
Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan
2022 — conf
Human-Centered Explainable AI (HCXAI): Beyond Opening the Black-Box of AI.
CHI Extended Abstracts
Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Elizabeth Anne Watkins, Carina Manger, Hal Daumé III, Andreas Riener, Mark O. Riedl
2022 A conf
Investigating Explainability of Generative AI for Code through Scenario-based Design.
IUI
Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz
2022 J jnl
Investigating Explainability of Generative AI for Code through Scenario-based Design.
CoRR
Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz
2022 — conf
Responsible Language Technologies: Foreseeing and Mitigating Harms.
CHI Extended Abstracts
Su Lin Blodgett, Q. Vera Liao, Alexandra Olteanu, Rada Mihalcea, Michael J. Muller, Morgan Klaus Scheuerman, Chenhao Tan, Qian Yang
2022 J jnl
Seamful XAI: Operationalizing Seamful Design in Explainable AI.
CoRR
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daumé III
2022 J jnl
Special Issue on Conversational Agents for Healthcare and Wellbeing.
ACM Trans. Interact. Intell. Syst.
Ahmet Baki Kocaballi, Liliana Laranjo, Leigh Clark, Rafal Kocielnik, Robert J. Moore, Q. Vera Liao, Timothy W. Bickmore
2022 — conf
Uncertainty Quantification 360: A Hands-on Tutorial.
COMAD/CODS
Soumya Ghosh, Q. Vera Liao, Karthikeyan Natesan Ramamurthy, Jirí Navrátil, Prasanna Sattigeri, Kush R. Varshney, Yunfeng Zhang
2021 J jnl
A Multistakeholder Approach Towards Evaluating AI Transparency Mechanisms.
CoRR
Ana Lucic, Madhulika Srikumar, Umang Bhatt, Alice Xiang, Ankur Taly, Q. Vera Liao, Maarten de Rijke
2021 — conf
AI Explainability 360 Toolkit.
COMAD/CODS
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2021 J jnl
AI Explainability 360: Impact and Design.
CoRR
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2021 A* conf
Doc2Bot: Document grounded Bot Framework.
AAAI
Kshitij P. Fadnis, Pankaj Dhoolia, Li Zhu, Q. Vera Liao, Steven Ross, Nathaniel Mills, Sachindra Joshi, Luis A. Lastras
2021 A* conf
Expanding Explainability: Towards Social Transparency in AI systems.
CHI
Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz
2021 J jnl
Expanding Explainability: Towards Social Transparency in AI systems.
CoRR
Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz
2021 A conf
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.
IUI
Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021 J jnl
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.
CoRR
Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021 J jnl
How Much Automation Does a Data Scientist Want?
CoRR
Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini
2021 J jnl
Human-Centered Explainable AI (XAI): From Algorithms to User Experiences.
CoRR
Q. Vera Liao, Kush R. Varshney
2021 — conf
Introduction to AI Fairness.
CHI Extended Abstracts
Yunfeng Zhang, Rachel K. E. Bellamy, Q. Vera Liao, Moninder Singh
2021 — conf
Introduction to Explainable AI.
CHI Extended Abstracts
Q. Vera Liao, Moninder Singh, Yunfeng Zhang, Rachel K. E. Bellamy
2021 A conf
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.
IUI
Shweta Narkar, Yunfeng Zhang, Q. Vera Liao, Dakuo Wang, Justin D. Weisz
2021 J jnl
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.
CoRR
Shweta Narkar, Yunfeng Zhang, Q. Vera Liao, Dakuo Wang, Justin D. Weisz
2021 — conf
Operationalizing Human-Centered Perspectives in Explainable AI.
CHI Extended Abstracts
Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Martina Mara, Marc Streit, Sandra Wachter, Andreas Riener, Mark O. Riedl
2021 J jnl
Question-Driven Design Process for Explainable AI User Experiences.
CoRR
Q. Vera Liao, Milena Pribic, Jaesik Han, Sarah Miller, Daby Sow
2021 — conf
Question-Driven eXplainable AI: Re-framing the Technical and Design Spaces of XAI.
DaSH@KDD
Q. Vera Liao
2021 J jnl
The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations.
CoRR
Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl
2021 J jnl
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies.
CoRR
Vivian Lai, Chacha Chen, Q. Vera Liao, Alison Smith-Renner, Chenhao Tan
2021 J jnl
Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI.
CoRR
Soumya Ghosh, Q. Vera Liao, Karthikeyan Natesan Ramamurthy, Jirí Navrátil, Prasanna Sattigeri, Kush R. Varshney, Yunfeng Zhang
2021 C conf
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.
AIES
Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang
2021 J jnl
Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations.
ACM Trans. Inf. Syst.
Daricia Wilkinson, Öznur Alkan, Q. Vera Liao, Massimiliano Mattetti, Inge Vejsbjerg, Bart P. Knijnenburg, Elizabeth Daly
2020 J jnl
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.
J. Mach. Learn. Res.
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2020 — conf
AI explainability 360: hands-on tutorial.
FAT*
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2020 — conf
Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation.
DaSH@KDD
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller
2020 J jnl
Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation.
CoRR
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller
2020 — conf
Agent Assist through Conversation Analysis.
EMNLP (Demos)
Kshitij Fadnis, Nathaniel Mills, Jatin Ganhotra, Haggai Roitman, Gaurav Pandey, Doron Cohen, Yosi Mass, Shai Erera, R. Chulaka Gunasekara, Danish Contractor, Siva Sankalp Patel, Q. Vera Liao, Sachindra Joshi, Luis A. Lastras, David Konopnicki
2020 — conf
Conversational Agents for Health and Wellbeing.
CHI Extended Abstracts
Ahmet Baki Kocaballi, Juan C. Quiroz, Liliana Laranjo, Dana Rezazadegan, Rafal Kocielnik, Leigh Clark, Q. Vera Liao, Sun Young Park, Robert J. Moore, Adam S. Miner
2020 A* conf
Doc2Dial: A Framework for Dialogue Composition Grounded in Documents.
AAAI
Song Feng, Kshitij P. Fadnis, Q. Vera Liao, Luis A. Lastras
2020 J jnl
Effect of Confidence and Explanation on Accuracy and Trust Calibration in AI-Assisted Decision Making.
CoRR
Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy
2020 — conf
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making.
FAT*
Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy
2020 J jnl
Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience.
CoRR
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Klaus Mueller
2020 J jnl
Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers.
Proc. ACM Hum. Comput. Interact.
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Klaus Mueller
2020 J jnl
Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes.
Proc. ACM Hum. Comput. Interact.
Zahra Ashktorab, Q. Vera Liao, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell
2020 — conf
Introduction to AI Fairness.
CHI Extended Abstracts
Yunfeng Zhang, Rachel K. E. Bellamy, Moninder Singh, Q. Vera Liao
2020 — conf
Introduction to Explainable AI.
CHI Extended Abstracts
Q. Vera Liao, Moninder Singh, Yunfeng Zhang, Rachel K. E. Bellamy
2020 J jnl
Measuring Social Biases of Crowd Workers using Counterfactual Queries.
CoRR
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller
2020 A* conf
Questioning the AI: Informing Design Practices for Explainable AI User Experiences.
CHI
Q. Vera Liao, Daniel M. Gruen, Sarah Miller
2020 J jnl
Questioning the AI: Informing Design Practices for Explainable AI User Experiences.
CoRR
Q. Vera Liao, Daniel M. Gruen, Sarah Miller
2020 J jnl
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys with Open-ended Questions.
ACM Trans. Comput. Hum. Interact.
Ziang Xiao, Michelle X. Zhou, Q. Vera Liao, Gloria Mark, Chang Yan Chi, Wenxi Chen, Huahai Yang
2020 J jnl
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.
CoRR
Umang Bhatt, Yunfeng Zhang, Javier Antorán, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Adrian Weller, Alice Xiang
2020 — conf
user2agent: 2nd Workshop on User-Aware Conversational Agents.
IUI Companion
Michal Shmueli-Scheuer, Ron Artstein, Yasaman Khazaeni, Hao Fang, Q. Vera Liao
2019 A* conf
Bootstrapping Conversational Agents with Weak Supervision.
AAAI
Neil Mallinar, Abhishek Shah, Rajendra Ugrani, Ayush Gupta, Manikandan Gurusankar, Tin Kam Ho, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Robert Yates, Chris Desmarais, Blake McGregor
2019 J jnl
Enabling Value Sensitive AI Systems through Participatory Design Fictions.
CoRR
Q. Vera Liao, Michael J. Muller
2019 J jnl
Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment.
CoRR
Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan
2019 A conf
Explaining models: an empirical study of how explanations impact fairness judgment.
IUI
Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan
2019 A* conf
How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.
CHI
Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson
2019 — conf
Human-Agent Communication: Connecting Research and Development in HCI and AI.
CSCW Companion
Q. Vera Liao, Yi-Chia Wang, Timothy W. Bickmore, Pascale Fung, Jonathan Grudin, Zhou Yu, Michelle X. Zhou
2019 J jnl
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.
CoRR
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 T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
2019 A* conf
Resilient Chatbots: Repair Strategy Preferences for Conversational Breakdowns.
CHI
Zahra Ashktorab, Mohit Jain, Q. Vera Liao, Justin D. Weisz
2019 J jnl
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys.
CoRR
Ziang Xiao, Michelle X. Zhou, Q. Vera Liao, Gloria Mark, Chang Yan Chi, Wenxi Chen, Huahai Yang
2019 — conf
User-aware conversational agents.
IUI Companion
Q. Vera Liao, Michal Shmueli-Scheuer, Tsung-Hsien (Shawn) Wen, Zhou Yu
2018 A* conf
All Work and No Play?
CHI
Q. Vera Liao, Muhammed Mas-ud Hussain, Praveen Chandar, Matthew Davis, Yasaman Khazaeni, Marco Patricio Crasso, Dakuo Wang, Michael J. Muller, N. Sadat Shami, Werner Geyer
2018 J jnl
Bootstrapping Conversational Agents With Weak Supervision.
CoRR
Neil Mallinar, Abhishek Shah, Rajendra Ugrani, Ayush Gupta, Manikandan Gurusankar, Tin Kam Ho, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Robert Yates, Chris Desmarais, Blake McGregor
2018 A* conf
Face Value?
CHI
Ameneh Shamekhi, Q. Vera Liao, Dakuo Wang, Rachel K. E. Bellamy, Thomas Erickson
2018 J jnl
FarmChat: A Conversational Agent to Answer Farmer Queries.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mohit Jain, Pratyush Kumar, Ishita Bhansali, Q. Vera Liao, Khai N. Truong, Shwetak N. Patel
2018 — ch.
The Central Role of Cognitive Computations in Human-Information Interaction.
Computational Interaction
Wai-Tat Fu, Jessie Chin, Q. Vera Liao
2018 A conf
Towards an Optimal Dialog Strategy for Information Retrieval Using Both Open- and Close-ended Questions.
IUI
Yunfeng Zhang, Q. Vera Liao, Biplav Srivastava
2018 J jnl
What's in it for me? Self-serving versus other-oriented framing in messages advocating use of prosocial peer-to-peer services.
Int. J. Hum. Comput. Stud.
Rajan Vaish, Q. Vera Liao, Victoria Bellotti
2017 J jnl
A Measure for Dialog Complexity and its Application in Streamlining Service Operations.
CoRR
Q. Vera Liao, Biplav Srivastava, Pavan Kapanipathi
2017 — conf
Leveraging Conversational Systems to Assists New Hires During Onboarding.
INTERACT (2)
Praveen Chandar, Yasaman Khazaeni, Matthew Davis, Michael J. Muller, Marco Crasso, Q. Vera Liao, N. Sadat Shami, Werner Geyer
2016 B conf
Improvising Harmony: Opportunities for Technologies to Support Crowd Orchestration.
GROUP
Q. Vera Liao, Victoria Bellotti, Michael Youngblood
2016 A conf
What Can You Do?: Studying Social-Agent Orientation and Agent Proactive Interactions with an Agent for Employees.
Conference on Designing Interactive Systems
Q. Vera Liao, Matthew Davis, Werner Geyer, Michael J. Muller, N. Sadat Shami
2013 — conf
Aggregating Personal Health Messages for Scalable Comparative Effectiveness Research.
BCB
Jason H. D. Cho, Q. Vera Liao, Yunliang Jiang, Bruce R. Schatz