Qingzi Vera Liao
Orcid: 0000-0003-4543-7196Affiliations:
- Microsoft Research, Canada
According to our database1,
Qingzi Vera Liao
authored at least 106 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Proc. ACM Hum. Comput. Interact., 2024
Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking.
CoRR, 2024
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Generative Echo Chamber? Effect of LLM-Powered Search Systems on Diverse Information Seeking.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Proc. ACM Hum. Comput. Interact., 2023
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders.
Proc. ACM Hum. Comput. Interact., 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.
Proc. ACM Hum. Comput. Interact., 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.
CoRR, 2023
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions.
CoRR, 2023
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Understanding Uncertainty: How Lay Decision-makers Perceive and Interpret Uncertainty in Human-AI Decision Making.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Human-Computer Interaction and AI: What practitioners need to know to design and build effective AI system from a human perspective.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
ACM Trans. Interact. Intell. Syst., 2022
Human-AI Collaboration for UX Evaluation: Effects of Explanation and Synchronization.
Proc. ACM Hum. Comput. Interact., 2022
Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users.
CoRR, 2022
Investigating Explainability of Generative AI for Code through Scenario-based Design.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI.
Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ACM Trans. Inf. Syst., 2021
CoRR, 2021
CoRR, 2021
Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI.
CoRR, 2021
CoRR, 2021
Proceedings of the 3rd Workshop on Data Science with Human in the Loop, 2021
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys with Open-ended Questions.
ACM Trans. Comput. Hum. Interact., 2020
Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers.
Proc. ACM Hum. Comput. Interact., 2020
Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes.
Proc. ACM Hum. Comput. Interact., 2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.
J. Mach. Learn. Res., 2020
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.
CoRR, 2020
Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience.
CoRR, 2020
Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation.
Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making.
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.
CoRR, 2019
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys.
CoRR, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the Companion Publication of the 2019 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2019
How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
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., 2018
Towards an Optimal Dialog Strategy for Information Retrieval Using Both Open- and Close-ended Questions.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
A Measure for Dialog Complexity and its Application in Streamlining Service Operations.
CoRR, 2017
Proceedings of the Human-Computer Interaction - INTERACT 2017, 2017
2016
Proceedings of the 19th International Conference on Supporting Group Work, Sanibel Island, FL, USA, November 13, 2016
#Snowden: Understanding Biases Introduced by Behavioral Differences of Opinion Groups on Social Media.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
What Can You Do?: Studying Social-Agent Orientation and Agent Proactive Interactions with an Agent for Employees.
Proceedings of the 2016 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016
2015
It Is All About Perspective: An Exploration of Mitigating Selective Exposure with Aspect Indicators.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015
2014
ACM Trans. Comput. Hum. Interact., 2014
Can you hear me now?: mitigating the echo chamber effect by source position indicators.
Proceedings of the Computer Supported Cooperative Work, 2014
Expert voices in echo chambers: effects of source expertise indicators on exposure to diverse opinions.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
Beyond the filter bubble: interactive effects of perceived threat and topic involvement on selective exposure to information.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
Aggregating Personal Health Messages for Scalable Comparative Effectiveness Research.
Proceedings of the ACM Conference on Bioinformatics, 2013
2012
Proceedings of the 2012 International Conference on Privacy, 2012
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011
The Impact of User Reviews on Older and Younger Adults' Attitude towards Online Medication Information.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Effects of Aging and Individual Differences on Credibility Judgment of Online Health Information.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
How user reviews influence older and younger adults' credibility judgments of online health information.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010