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@article{DBLP:journals/corr/abs-2401-09051,
author = {K. J. Kevin Feng and
Q. Vera Liao and
Ziang Xiao and
Jennifer Wortman Vaughan and
Amy X. Zhang and
David W. McDonald},
title = {Canvil: Designerly Adaptation for LLM-Powered User Experiences},
journal = {CoRR},
volume = {abs/2401.09051},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09051},
doi = {10.48550/ARXIV.2401.09051},
eprinttype = {arXiv},
eprint = {2401.09051},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05880,
author = {Nikhil Sharma and
Q. Vera Liao and
Ziang Xiao},
title = {Generative Echo Chamber? Effects of LLM-Powered Search Systems on
Diverse Information Seeking},
journal = {CoRR},
volume = {abs/2402.05880},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05880},
doi = {10.48550/ARXIV.2402.05880},
eprinttype = {arXiv},
eprint = {2402.05880},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/ChenLVB23,
author = {Valerie Chen and
Q. Vera Liao and
Jennifer Wortman Vaughan and
Gagan Bansal},
title = {Understanding the Role of Human Intuition on Reliance in Human-AI
Decision-Making with Explanations},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {7},
number = {{CSCW2}},
pages = {1--32},
year = {2023},
url = {https://doi.org/10.1145/3610219},
doi = {10.1145/3610219},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/ChenLVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/KawakamiCILOSS23,
author = {Anna Kawakami and
Shreya Chowdhary and
Shamsi T. Iqbal and
Q. Vera Liao and
Alexandra Olteanu and
Jina Suh and
Koustuv Saha},
title = {Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning
Impacts with Organizational Stakeholders},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {7},
number = {{CSCW2}},
pages = {1--33},
year = {2023},
url = {https://doi.org/10.1145/3610207},
doi = {10.1145/3610207},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/KawakamiCILOSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/LaiZCLT23,
author = {Vivian Lai and
Yiming Zhang and
Chacha Chen and
Q. Vera Liao and
Chenhao Tan},
title = {Selective Explanations: Leveraging Human Input to Align Explainable
{AI}},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {7},
number = {{CSCW2}},
pages = {1--35},
year = {2023},
url = {https://doi.org/10.1145/3610206},
doi = {10.1145/3610206},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/LaiZCLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoSWV23,
author = {Q. Vera Liao and
Hariharan Subramonyam and
Jennifer Wang and
Jennifer Wortman Vaughan},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters and
Stefanie Mueller and
Julie R. Williamson and
Max L. Wilson},
title = {Designerly Understanding: Information Needs for Model Transparency
to Support Design Ideation for AI-Powered User Experience},
booktitle = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023},
pages = {9:1--9:21},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544548.3580652},
doi = {10.1145/3544548.3580652},
timestamp = {Fri, 21 Apr 2023 11:52:22 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoSWV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MooreLS23,
author = {Steven Moore and
Q. Vera Liao and
Hariharan Subramonyam},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters and
Stefanie Mueller and
Julie R. Williamson and
Max L. Wilson},
title = {fAIlureNotes: Supporting Designers in Understanding the Limits of
{AI} Models for Computer Vision Tasks},
booktitle = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023},
pages = {10:1--10:19},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544548.3581242},
doi = {10.1145/3544548.3581242},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/MooreLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MullerCKLMMW23,
author = {Michael J. Muller and
Lydia B. Chilton and
Anna Kantosalo and
Q. Vera Liao and
Mary Lou Maher and
Charles Patrick Martin and
Greg Walsh},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters},
title = {GenAICHI 2023: Generative {AI} and {HCI} at {CHI} 2023},
booktitle = {Extended Abstracts of the 2023 {CHI} Conference on Human Factors in
Computing Systems, {CHI} {EA} 2023, Hamburg, Germany, April 23-28,
2023},
pages = {350:1--350:7},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544549.3573794},
doi = {10.1145/3544549.3573794},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/MullerCKLMMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/RussellLKGM23,
author = {Daniel M. Russell and
Q. Vera Liao and
Chinmay Kulkarni and
Elena L. Glassman and
Nikolas Martelaro},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters},
title = {Human-Computer Interaction and {AI:} What practitioners need to know
to design and build effective {AI} system from a human perspective},
booktitle = {Extended Abstracts of the 2023 {CHI} Conference on Human Factors in
Computing Systems, {CHI} {EA} 2023, Hamburg, Germany, April 23-28,
2023},
pages = {545:1--545:3},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544549.3574170},
doi = {10.1145/3544549.3574170},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/RussellLKGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/TahaeiCQKMSLBAH23,
author = {Mohammad Tahaei and
Marios Constantinides and
Daniele Quercia and
Sean Kennedy and
Michael J. Muller and
Simone Stumpf and
Q. Vera Liao and
Ricardo Baeza{-}Yates and
Lora Aroyo and
Jess Holbrook and
Ewa Luger and
Michael Madaio and
Ilana Golbin Blumenfeld and
Maria De{-}Arteaga and
Jessica Vitak and
Alexandra Olteanu},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters},
title = {Human-Centered Responsible Artificial Intelligence: Current {\&}
Future Trends},
booktitle = {Extended Abstracts of the 2023 {CHI} Conference on Human Factors in
Computing Systems, {CHI} {EA} 2023, Hamburg, Germany, April 23-28,
2023},
pages = {515:1--515:4},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544549.3583178},
doi = {10.1145/3544549.3583178},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/TahaeiCQKMSLBAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/0001WHLL0S23,
author = {Chinmay Kulkarni and
Tongshuang Wu and
Kenneth Holstein and
Q. Vera Liao and
Min Kyung Lee and
Mina Lee and
Hariharan Subramonyam},
editor = {Casey Fiesler and
Loren G. Terveen and
Morgan Ames and
Susan R. Fussell and
Eric Gilbert and
Vera Liao and
Xiaojuan Ma and
Xinru Page and
Mark Rouncefield and
Vivek Singh and
Pamela J. Wisniewski},
title = {LLMs and the Infrastructure of {CSCW}},
booktitle = {Computer Supported Cooperative Work and Social Computing, {CSCW} 2023,
Minneapolis, MN, USA, October 14-18, 2023},
pages = {408--410},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3584931.3608438},
doi = {10.1145/3584931.3608438},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/0001WHLL0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaoZLL23,
author = {Ziang Xiao and
Susu Zhang and
Vivian Lai and
Q. Vera Liao},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Evaluating Evaluation Metrics: {A} Framework for Analyzing {NLG} Evaluation
Metrics using Measurement Theory},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {10967--10982},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.676},
doi = {10.18653/V1/2023.EMNLP-MAIN.676},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XiaoZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/LaiCSLT23,
author = {Vivian Lai and
Chacha Chen and
Alison Smith{-}Renner and
Q. Vera Liao and
Chenhao Tan},
title = {Towards a Science of Human-AI Decision Making: An Overview of Design
Space in Empirical Human-Subject Studies},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {1369--1385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3594087},
doi = {10.1145/3593013.3594087},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/LaiCSLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PrabhudesaiYAHL23,
author = {Snehal Prabhudesai and
Leyao Yang and
Sumit Asthana and
Xun Huan and
Q. Vera Liao and
Nikola Banovic},
title = {Understanding Uncertainty: How Lay Decision-makers Perceive and Interpret
Uncertainty in Human-AI Decision Making},
booktitle = {Proceedings of the 28th International Conference on Intelligent User
Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
pages = {379--396},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581641.3584033},
doi = {10.1145/3581641.3584033},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/PrabhudesaiYAHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/XiaoLZG023,
author = {Ziang Xiao and
Q. Vera Liao and
Michelle X. Zhou and
Tyrone Grandison and
Yunyao Li},
title = {Powering an {AI} Chatbot with Expert Sourcing to Support Credible
Health Information Access},
booktitle = {Proceedings of the 28th International Conference on Intelligent User
Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
pages = {2--18},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581641.3584031},
doi = {10.1145/3581641.3584031},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/XiaoLZG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/XiaoYLAO23,
author = {Ziang Xiao and
Xingdi Yuan and
Q. Vera Liao and
Rania Abdelghani and
Pierre{-}Yves Oudeyer},
title = {Supporting Qualitative Analysis with Large Language Models: Combining
Codebook with {GPT-3} for Deductive Coding},
booktitle = {Companion Proceedings of the 28th International Conference on Intelligent
User Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31,
2023},
pages = {75--78},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581754.3584136},
doi = {10.1145/3581754.3584136},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/XiaoYLAO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cscw/2023c,
editor = {Casey Fiesler and
Loren G. Terveen and
Morgan Ames and
Susan R. Fussell and
Eric Gilbert and
Vera Liao and
Xiaojuan Ma and
Xinru Page and
Mark Rouncefield and
Vivek Singh and
Pamela J. Wisniewski},
title = {Computer Supported Cooperative Work and Social Computing, {CSCW} 2023,
Minneapolis, MN, USA, October 14-18, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3584931},
doi = {10.1145/3584931},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/2023c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07255,
author = {Valerie Chen and
Q. Vera Liao and
Jennifer Wortman Vaughan and
Gagan Bansal},
title = {Understanding the Role of Human Intuition on Reliance in Human-AI
Decision-Making with Explanations},
journal = {CoRR},
volume = {abs/2301.07255},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07255},
doi = {10.48550/ARXIV.2301.07255},
eprinttype = {arXiv},
eprint = {2301.07255},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09656,
author = {Vivian Lai and
Yiming Zhang and
Chacha Chen and
Q. Vera Liao and
Chenhao Tan},
title = {Selective Explanations: Leveraging Human Input to Align Explainable
{AI}},
journal = {CoRR},
volume = {abs/2301.09656},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09656},
doi = {10.48550/ARXIV.2301.09656},
eprinttype = {arXiv},
eprint = {2301.09656},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10710,
author = {Ziang Xiao and
Q. Vera Liao and
Michelle X. Zhou and
Tyrone Grandison and
Yunyao Li},
title = {Powering an {AI} Chatbot with Expert Sourcing to Support Credible
Health Information Access},
journal = {CoRR},
volume = {abs/2301.10710},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10710},
doi = {10.48550/ARXIV.2301.10710},
eprinttype = {arXiv},
eprint = {2301.10710},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07248,
author = {Helena Vasconcelos and
Gagan Bansal and
Adam Fourney and
Q. Vera Liao and
Jennifer Wortman Vaughan},
title = {Generation Probabilities Are Not Enough: Exploring the Effectiveness
of Uncertainty Highlighting in AI-Powered Code Completions},
journal = {CoRR},
volume = {abs/2302.07248},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07248},
doi = {10.48550/ARXIV.2302.07248},
eprinttype = {arXiv},
eprint = {2302.07248},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08157,
author = {Mohammad Tahaei and
Marios Constantinides and
Daniele Quercia and
Sean Kennedy and
Michael J. Muller and
Simone Stumpf and
Q. Vera Liao and
Ricardo Baeza{-}Yates and
Lora Aroyo and
Jess Holbrook and
Ewa Luger and
Michael Madaio and
Ilana Golbin Blumenfeld and
Maria De{-}Arteaga and
Jessica Vitak and
Alexandra Olteanu},
title = {Human-Centered Responsible Artificial Intelligence: Current {\&}
Future Trends},
journal = {CoRR},
volume = {abs/2302.08157},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08157},
doi = {10.48550/ARXIV.2302.08157},
eprinttype = {arXiv},
eprint = {2302.08157},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10395,
author = {Q. Vera Liao and
Hariharan Subramonyam and
Jennifer Wang and
Jennifer Wortman Vaughan},
title = {Designerly Understanding: Information Needs for Model Transparency
to Support Design Ideation for AI-Powered User Experience},
journal = {CoRR},
volume = {abs/2302.10395},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10395},
doi = {10.48550/ARXIV.2302.10395},
eprinttype = {arXiv},
eprint = {2302.10395},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11703,
author = {Steven Moore and
Q. Vera Liao and
Hariharan Subramonyam},
title = {fAIlureNotes: Supporting Designers in Understanding the Limits of
{AI} Models for Computer Vision Tasks},
journal = {CoRR},
volume = {abs/2302.11703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11703},
doi = {10.48550/ARXIV.2302.11703},
eprinttype = {arXiv},
eprint = {2302.11703},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06794,
author = {Anna Kawakami and
Shreya Chowdhary and
Shamsi T. Iqbal and
Q. Vera Liao and
Alexandra Olteanu and
Jina Suh and
Koustuv Saha},
title = {Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning
Impacts with Organizational Stakeholders},
journal = {CoRR},
volume = {abs/2303.06794},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06794},
doi = {10.48550/ARXIV.2303.06794},
eprinttype = {arXiv},
eprint = {2303.06794},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08366,
author = {Haotian Li and
Yun Wang and
Q. Vera Liao and
Huamin Qu},
title = {Why is {AI} not a Panacea for Data Workers? An Interview Study on
Human-AI Collaboration in Data Storytelling},
journal = {CoRR},
volume = {abs/2304.08366},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08366},
doi = {10.48550/ARXIV.2304.08366},
eprinttype = {arXiv},
eprint = {2304.08366},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10548,
author = {Ziang Xiao and
Xingdi Yuan and
Q. Vera Liao and
Rania Abdelghani and
Pierre{-}Yves Oudeyer},
title = {Supporting Qualitative Analysis with Large Language Models: Combining
Codebook with {GPT-3} for Deductive Coding},
journal = {CoRR},
volume = {abs/2304.10548},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10548},
doi = {10.48550/ARXIV.2304.10548},
eprinttype = {arXiv},
eprint = {2304.10548},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14889,
author = {Ziang Xiao and
Susu Zhang and
Vivian Lai and
Q. Vera Liao},
title = {Evaluating {NLG} Evaluation Metrics: {A} Measurement Theory Perspective},
journal = {CoRR},
volume = {abs/2305.14889},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14889},
doi = {10.48550/ARXIV.2305.14889},
eprinttype = {arXiv},
eprint = {2305.14889},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01941,
author = {Q. Vera Liao and
Jennifer Wortman Vaughan},
title = {{AI} Transparency in the Age of LLMs: {A} Human-Centered Research
Roadmap},
journal = {CoRR},
volume = {abs/2306.01941},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01941},
doi = {10.48550/ARXIV.2306.01941},
eprinttype = {arXiv},
eprint = {2306.01941},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03100,
author = {Q. Vera Liao and
Ziang Xiao},
title = {Rethinking Model Evaluation as Narrowing the Socio-Technical Gap},
journal = {CoRR},
volume = {abs/2306.03100},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03100},
doi = {10.48550/ARXIV.2306.03100},
eprinttype = {arXiv},
eprint = {2306.03100},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/FanYYLZ22,
author = {Mingming Fan and
Xianyou Yang and
Tsz Tung Yu and
Vera Q. Liao and
Jian Zhao},
title = {Human-AI Collaboration for {UX} Evaluation: Effects of Explanation
and Synchronization},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {6},
number = {{CSCW1}},
pages = {96:1--96:32},
year = {2022},
url = {https://doi.org/10.1145/3512943},
doi = {10.1145/3512943},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmhci/FanYYLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/KocaballiLCKMLB22,
author = {Ahmet Baki Kocaballi and
Liliana Laranjo and
Leigh Clark and
Rafal Kocielnik and
Robert J. Moore and
Q. Vera Liao and
Timothy W. Bickmore},
title = {Special Issue on Conversational Agents for Healthcare and Wellbeing},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {12},
number = {2},
pages = {9:1--9:3},
year = {2022},
url = {https://doi.org/10.1145/3532860},
doi = {10.1145/3532860},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/KocaballiLCKMLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AryaBCDHHHLLMMP22,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
title = {{AI} Explainability 360: Impact and Design},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12651--12657},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21540},
doi = {10.1609/AAAI.V36I11.21540},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AryaBCDHHHLLMMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/BlodgettLOMMSTY22,
author = {Su Lin Blodgett and
Q. Vera Liao and
Alexandra Olteanu and
Rada Mihalcea and
Michael J. Muller and
Morgan Klaus Scheuerman and
Chenhao Tan and
Qian Yang},
editor = {Simone D. J. Barbosa and
Cliff Lampe and
Caroline Appert and
David A. Shamma},
title = {Responsible Language Technologies: Foreseeing and Mitigating Harms},
booktitle = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
New Orleans, LA, USA, 29 April 2022 - 5 May 2022, Extended Abstracts},
pages = {152:1--152:3},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3491101.3516502},
doi = {10.1145/3491101.3516502},
timestamp = {Wed, 04 May 2022 13:02:17 +0200},
biburl = {https://dblp.org/rec/conf/chi/BlodgettLOMMSTY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/EhsanWLWMDRR22,
author = {Upol Ehsan and
Philipp Wintersberger and
Q. Vera Liao and
Elizabeth Anne Watkins and
Carina Manger and
Hal Daum{\'{e}} III and
Andreas Riener and
Mark O. Riedl},
editor = {Simone D. J. Barbosa and
Cliff Lampe and
Caroline Appert and
David A. Shamma},
title = {Human-Centered Explainable {AI} {(HCXAI):} Beyond Opening the Black-Box
of {AI}},
booktitle = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
New Orleans, LA, USA, 29 April 2022 - 5 May 2022, Extended Abstracts},
pages = {109:1--109:7},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3491101.3503727},
doi = {10.1145/3491101.3503727},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/EhsanWLWMDRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LaiCBLZT22,
author = {Vivian Lai and
Samuel Carton and
Rajat Bhatnagar and
Q. Vera Liao and
Yunfeng Zhang and
Chenhao Tan},
editor = {Simone D. J. Barbosa and
Cliff Lampe and
Caroline Appert and
David A. Shamma and
Steven Mark Drucker and
Julie R. Williamson and
Koji Yatani},
title = {Human-AI Collaboration via Conditional Delegation: {A} Case Study
of Content Moderation},
booktitle = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
New Orleans, LA, USA, 29 April 2022 - 5 May 2022},
pages = {54:1--54:18},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3491102.3501999},
doi = {10.1145/3491102.3501999},
timestamp = {Fri, 29 Apr 2022 13:37:13 +0200},
biburl = {https://dblp.org/rec/conf/chi/LaiCBLZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/GhoshLR0SVZ22,
author = {Soumya Ghosh and
Q. Vera Liao and
Karthikeyan Natesan Ramamurthy and
Jir{\'{\i}} Navr{\'{a}}til and
Prasanna Sattigeri and
Kush R. Varshney and
Yunfeng Zhang},
editor = {Gargi Dasgupta and
Yogesh Simmhan and
Balaji Vasan Srinivasan and
Sourav Bhowmick and
Amith Singhee and
Maya Ramanath and
Nipun Batra and
Abhinandan S. Prasad},
title = {Uncertainty Quantification 360: {A} Hands-on Tutorial},
booktitle = {{CODS-COMAD} 2022: 5th Joint International Conference on Data Science
{\&} Management of Data (9th {ACM} {IKDD} {CODS} and 27th COMAD),
Bangalore, India, January 8 - 10, 2022},
pages = {333--335},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3493700.3493767},
doi = {10.1145/3493700.3493767},
timestamp = {Tue, 11 Jan 2022 15:43:49 +0100},
biburl = {https://dblp.org/rec/conf/comad/GhoshLR0SVZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/LiaoS22,
author = {Q. Vera Liao and
S. Shyam Sundar},
title = {Designing for Responsible Trust in {AI} Systems: {A} Communication
Perspective},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1257--1268},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533182},
doi = {10.1145/3531146.3533182},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/LiaoS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/LiaoZLDD22,
author = {Q. Vera Liao and
Yunfeng Zhang and
Ronny Luss and
Finale Doshi{-}Velez and
Amit Dhurandhar},
editor = {Jane Hsu and
Ming Yin},
title = {Connecting Algorithmic Research and Usage Contexts: {A} Perspective
of Contextualized Evaluation for Explainable {AI}},
booktitle = {Proceedings of the Tenth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2022, virtual, November 6-10, 2022},
pages = {147--159},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/hcomp.v10i1.21995},
doi = {10.1609/HCOMP.V10I1.21995},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/LiaoZLDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/SunLMAHTW22,
author = {Jiao Sun and
Q. Vera Liao and
Michael J. Muller and
Mayank Agarwal and
Stephanie Houde and
Kartik Talamadupula and
Justin D. Weisz},
editor = {Giulio Jacucci and
Samuel Kaski and
Cristina Conati and
Simone Stumpf and
Tuukka Ruotsalo and
Krzysztof Gajos},
title = {Investigating Explainability of Generative {AI} for Code through Scenario-based
Design},
booktitle = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
Helsinki, Finland, March 22 - 25, 2022},
pages = {212--228},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3490099.3511119},
doi = {10.1145/3490099.3511119},
timestamp = {Wed, 23 Mar 2022 08:22:13 +0100},
biburl = {https://dblp.org/rec/conf/iui/SunLMAHTW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cscw/2022c,
editor = {Gary Hsieh and
Anthony Tang and
Morgan G. Ames and
Sharon Ding and
Susan R. Fussell and
Vera Liao and
Andr{\'{e}}s Monroy{-}Hern{\'{a}}ndez and
Sean Munson and
Irina Shklovski and
John Tang},
title = {Companion Computer Supported Cooperative Work and Social Computing,
{CSCW} 2022, Virtual Event, Taiwan, November 8-22, 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3500868},
doi = {10.1145/3500868},
isbn = {978-1-4503-9190-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/2022c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04903,
author = {Jiao Sun and
Q. Vera Liao and
Michael J. Muller and
Mayank Agarwal and
Stephanie Houde and
Kartik Talamadupula and
Justin D. Weisz},
title = {Investigating Explainability of Generative {AI} for Code through Scenario-based
Design},
journal = {CoRR},
volume = {abs/2202.04903},
year = {2022},
url = {https://arxiv.org/abs/2202.04903},
eprinttype = {arXiv},
eprint = {2202.04903},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11788,
author = {Vivian Lai and
Samuel Carton and
Rajat Bhatnagar and
Q. Vera Liao and
Yunfeng Zhang and
Chenhao Tan},
title = {Human-AI Collaboration via Conditional Delegation: {A} Case Study
of Content Moderation},
journal = {CoRR},
volume = {abs/2204.11788},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11788},
doi = {10.48550/ARXIV.2204.11788},
eprinttype = {arXiv},
eprint = {2204.11788},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13828,
author = {Q. Vera Liao and
S. Shyam Sundar},
title = {Designing for Responsible Trust in {AI} Systems: {A} Communication
Perspective},
journal = {CoRR},
volume = {abs/2204.13828},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13828},
doi = {10.48550/ARXIV.2204.13828},
eprinttype = {arXiv},
eprint = {2204.13828},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10847,
author = {Q. Vera Liao and
Yunfeng Zhang and
Ronny Luss and
Finale Doshi{-}Velez and
Amit Dhurandhar},
title = {Connecting Algorithmic Research and Usage Contexts: {A} Perspective
of Contextualized Evaluation for Explainable {AI}},
journal = {CoRR},
volume = {abs/2206.10847},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10847},
doi = {10.48550/ARXIV.2206.10847},
eprinttype = {arXiv},
eprint = {2206.10847},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02726,
author = {Ana Lucic and
Sheeraz Ahmad and
Amanda Furtado Brinhosa and
Vera Liao and
Himani Agrawal and
Umang Bhatt and
Krishnaram Kenthapadi and
Alice Xiang and
Maarten de Rijke and
Nicholas Drabowski},
title = {Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms
to End Users},
journal = {CoRR},
volume = {abs/2207.02726},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02726},
doi = {10.48550/ARXIV.2207.02726},
eprinttype = {arXiv},
eprint = {2207.02726},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06753,
author = {Upol Ehsan and
Q. Vera Liao and
Samir Passi and
Mark O. Riedl and
Hal Daum{\'{e}} III},
title = {Seamful {XAI:} Operationalizing Seamful Design in Explainable {AI}},
journal = {CoRR},
volume = {abs/2211.06753},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06753},
doi = {10.48550/ARXIV.2211.06753},
eprinttype = {arXiv},
eprint = {2211.06753},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WilkinsonALMVKD21,
author = {Daricia Wilkinson and
{\"{O}}znur Alkan and
Q. Vera Liao and
Massimiliano Mattetti and
Inge Vejsbjerg and
Bart P. Knijnenburg and
Elizabeth Daly},
title = {Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations},
journal = {{ACM} Trans. Inf. Syst.},
volume = {39},
number = {4},
pages = {42:1--42:21},
year = {2021},
url = {https://doi.org/10.1145/3441715},
doi = {10.1145/3441715},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WilkinsonALMVKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FadnisDZLRMJL21,
author = {Kshitij P. Fadnis and
Pankaj Dhoolia and
Li Zhu and
Q. Vera Liao and
Steven Ross and
Nathaniel Mills and
Sachindra Joshi and
Luis A. Lastras},
title = {Doc2Bot: Document grounded Bot Framework},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {16026--16028},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i18.18001},
doi = {10.1609/AAAI.V35I18.18001},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FadnisDZLRMJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/BhattAZLSFMKSTN21,
author = {Umang Bhatt and
Javier Antor{\'{a}}n and
Yunfeng Zhang and
Q. Vera Liao and
Prasanna Sattigeri and
Riccardo Fogliato and
Gabrielle Gauthier Melan{\c{c}}on and
Ranganath Krishnan and
Jason Stanley and
Omesh Tickoo and
Lama Nachman and
Rumi Chunara and
Madhulika Srikumar and
Adrian Weller and
Alice Xiang},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Uncertainty as a Form of Transparency: Measuring, Communicating, and
Using Uncertainty},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {401--413},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462571},
doi = {10.1145/3461702.3462571},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/BhattAZLSFMKSTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/EhsanLMRW21,
author = {Upol Ehsan and
Q. Vera Liao and
Michael J. Muller and
Mark O. Riedl and
Justin D. Weisz},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi and
Pernille Bj{\o}rn and
Steven Mark Drucker},
title = {Expanding Explainability: Towards Social Transparency in {AI} systems},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama, Japan, May 8-13, 2021},
pages = {82:1--82:19},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411764.3445188},
doi = {10.1145/3411764.3445188},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/EhsanLMRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/EhsanWLMSWRR21,
author = {Upol Ehsan and
Philipp Wintersberger and
Q. Vera Liao and
Martina Mara and
Marc Streit and
Sandra Wachter and
Andreas Riener and
Mark O. Riedl},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi},
title = {Operationalizing Human-Centered Perspectives in Explainable {AI}},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts},
pages = {94:1--94:6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411763.3441342},
doi = {10.1145/3411763.3441342},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/EhsanWLMSWRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoSZB21,
author = {Q. Vera Liao and
Moninder Singh and
Yunfeng Zhang and
Rachel K. E. Bellamy},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi},
title = {Introduction to Explainable {AI}},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts},
pages = {127:1--127:3},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411763.3445016},
doi = {10.1145/3411763.3445016},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoSZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ZhangBLS21,
author = {Yunfeng Zhang and
Rachel K. E. Bellamy and
Q. Vera Liao and
Moninder Singh},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi},
title = {Introduction to {AI} Fairness},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts},
pages = {128:1--128:3},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411763.3444998},
doi = {10.1145/3411763.3444998},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ZhangBLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/AryaBCDHHHLLMMP21,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
editor = {Jayant R. Haritsa and
Shourya Roy and
Manish Gupta and
Sharad Mehrotra and
Balaji Vasan Srinivasan and
Yogesh Simmhan},
title = {{AI} Explainability 360 Toolkit},
booktitle = {{CODS-COMAD} 2021: 8th {ACM} {IKDD} {CODS} and 26th COMAD, Virtual
Event, Bangalore, India, January 2-4, 2021},
pages = {376--379},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3430984.3430987},
doi = {10.1145/3430984.3430987},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/AryaBCDHHHLLMMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/NarkarZLWW21,
author = {Shweta Narkar and
Yunfeng Zhang and
Q. Vera Liao and
Dakuo Wang and
Justin D. Weisz},
editor = {Tracy Hammond and
Katrien Verbert and
Dennis Parra and
Bart P. Knijnenburg and
John O'Donovan and
Paul Teale},
title = {Model LineUpper: Supporting Interactive Model Comparison at Multiple
Levels for AutoML},
booktitle = {{IUI} '21: 26th International Conference on Intelligent User Interfaces,
College Station, TX, USA, April 13-17, 2021},
pages = {170--174},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3397481.3450658},
doi = {10.1145/3397481.3450658},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/NarkarZLWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ParkWKLPD21,
author = {Soya Park and
April Yi Wang and
Ban Kawas and
Q. Vera Liao and
David Piorkowski and
Marina Danilevsky},
editor = {Tracy Hammond and
Katrien Verbert and
Dennis Parra and
Bart P. Knijnenburg and
John O'Donovan and
Paul Teale},
title = {Facilitating Knowledge Sharing from Domain Experts to Data Scientists
for Building {NLP} Models},
booktitle = {{IUI} '21: 26th International Conference on Intelligent User Interfaces,
College Station, TX, USA, April 13-17, 2021},
pages = {585--596},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3397481.3450637},
doi = {10.1145/3397481.3450637},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/ParkWKLPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Liao21,
author = {Q. Vera Liao},
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {Question-Driven eXplainable {AI:} Re-framing the Technical and Design
Spaces of {XAI}},
booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual
Conference, August 15, 2021},
year = {2021},
url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_9\_invited\_Liao.pdf},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Liao21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03970,
author = {Dakuo Wang and
Q. Vera Liao and
Yunfeng Zhang and
Udayan Khurana and
Horst Samulowitz and
Soya Park and
Michael J. Muller and
Lisa Amini},
title = {How Much Automation Does a Data Scientist Want?},
journal = {CoRR},
volume = {abs/2101.03970},
year = {2021},
url = {https://arxiv.org/abs/2101.03970},
eprinttype = {arXiv},
eprint = {2101.03970},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04719,
author = {Upol Ehsan and
Q. Vera Liao and
Michael J. Muller and
Mark O. Riedl and
Justin D. Weisz},
title = {Expanding Explainability: Towards Social Transparency in {AI} systems},
journal = {CoRR},
volume = {abs/2101.04719},
year = {2021},
url = {https://arxiv.org/abs/2101.04719},
eprinttype = {arXiv},
eprint = {2101.04719},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00036,
author = {Soya Park and
April Yi Wang and
Ban Kawas and
Q. Vera Liao and
David Piorkowski and
Marina Danilevsky},
title = {Facilitating Knowledge Sharing from Domain Experts to Data Scientists
for Building {NLP} Models},
journal = {CoRR},
volume = {abs/2102.00036},
year = {2021},
url = {https://arxiv.org/abs/2102.00036},
eprinttype = {arXiv},
eprint = {2102.00036},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14976,
author = {Ana Lucic and
Madhulika Srikumar and
Umang Bhatt and
Alice Xiang and
Ankur Taly and
Q. Vera Liao and
Maarten de Rijke},
title = {A Multistakeholder Approach Towards Evaluating {AI} Transparency Mechanisms},
journal = {CoRR},
volume = {abs/2103.14976},
year = {2021},
url = {https://arxiv.org/abs/2103.14976},
eprinttype = {arXiv},
eprint = {2103.14976},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03483,
author = {Q. Vera Liao and
Milena Pribic and
Jaesik Han and
Sarah Miller and
Daby Sow},
title = {Question-Driven Design Process for Explainable {AI} User Experiences},
journal = {CoRR},
volume = {abs/2104.03483},
year = {2021},
url = {https://arxiv.org/abs/2104.03483},
eprinttype = {arXiv},
eprint = {2104.03483},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04375,
author = {Shweta Narkar and
Yunfeng Zhang and
Q. Vera Liao and
Dakuo Wang and
Justin D. Weisz},
title = {Model LineUpper: Supporting Interactive Model Comparison at Multiple
Levels for AutoML},
journal = {CoRR},
volume = {abs/2104.04375},
year = {2021},
url = {https://arxiv.org/abs/2104.04375},
eprinttype = {arXiv},
eprint = {2104.04375},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01410,
author = {Soumya Ghosh and
Q. Vera Liao and
Karthikeyan Natesan Ramamurthy and
Jir{\'{\i}} Navr{\'{a}}til and
Prasanna Sattigeri and
Kush R. Varshney and
Yunfeng Zhang},
title = {Uncertainty Quantification 360: {A} Holistic Toolkit for Quantifying
and Communicating the Uncertainty of {AI}},
journal = {CoRR},
volume = {abs/2106.01410},
year = {2021},
url = {https://arxiv.org/abs/2106.01410},
eprinttype = {arXiv},
eprint = {2106.01410},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13509,
author = {Upol Ehsan and
Samir Passi and
Q. Vera Liao and
Larry Chan and
I{-}Hsiang Lee and
Michael J. Muller and
Mark O. Riedl},
title = {The Who in Explainable {AI:} How {AI} Background Shapes Perceptions
of {AI} Explanations},
journal = {CoRR},
volume = {abs/2107.13509},
year = {2021},
url = {https://arxiv.org/abs/2107.13509},
eprinttype = {arXiv},
eprint = {2107.13509},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12151,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
title = {{AI} Explainability 360: Impact and Design},
journal = {CoRR},
volume = {abs/2109.12151},
year = {2021},
url = {https://arxiv.org/abs/2109.12151},
eprinttype = {arXiv},
eprint = {2109.12151},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10790,
author = {Q. Vera Liao and
Kush R. Varshney},
title = {Human-Centered Explainable {AI} {(XAI):} From Algorithms to User Experiences},
journal = {CoRR},
volume = {abs/2110.10790},
year = {2021},
url = {https://arxiv.org/abs/2110.10790},
eprinttype = {arXiv},
eprint = {2110.10790},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11471,
author = {Vivian Lai and
Chacha Chen and
Q. Vera Liao and
Alison Smith{-}Renner and
Chenhao Tan},
title = {Towards a Science of Human-AI Decision Making: {A} Survey of Empirical
Studies},
journal = {CoRR},
volume = {abs/2112.11471},
year = {2021},
url = {https://arxiv.org/abs/2112.11471},
eprinttype = {arXiv},
eprint = {2112.11471},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12387,
author = {Mingming Fan and
Xianyou Yang and
Tsz Tung Yu and
Vera Q. Liao and
Jian Zhao},
title = {Human-AI Collaboration for {UX} Evaluation: Effects of Explanation
and Synchronization},
journal = {CoRR},
volume = {abs/2112.12387},
year = {2021},
url = {https://arxiv.org/abs/2112.12387},
eprinttype = {arXiv},
eprint = {2112.12387},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AryaBCDHHHLLMMP20,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
title = {{AI} Explainability 360: An Extensible Toolkit for Understanding Data
and Machine Learning Models},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {130:1--130:6},
year = {2020},
url = {http://jmlr.org/papers/v21/19-1035.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AryaBCDHHHLLMMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/AshktorabLDJPZK20,
author = {Zahra Ashktorab and
Q. Vera Liao and
Casey Dugan and
James Johnson and
Qian Pan and
Wei Zhang and
Sadhana Kumaravel and
Murray Campbell},
title = {Human-AI Collaboration in a Cooperative Game Setting: Measuring Social
Perception and Outcomes},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {4},
number = {{CSCW2}},
pages = {96:1--96:20},
year = {2020},
url = {https://doi.org/10.1145/3415167},
doi = {10.1145/3415167},
timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/AshktorabLDJPZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/GhaiLZBM20,
author = {Bhavya Ghai and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Klaus Mueller},
title = {Explainable Active Learning {(XAL):} Toward {AI} Explanations as Interfaces
for Machine Teachers},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {4},
number = {{CSCW3}},
pages = {1--28},
year = {2020},
url = {https://doi.org/10.1145/3432934},
doi = {10.1145/3432934},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/GhaiLZBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tochi/XiaoZLMCCY20,
author = {Ziang Xiao and
Michelle X. Zhou and
Q. Vera Liao and
Gloria Mark and
Chang Yan Chi and
Wenxi Chen and
Huahai Yang},
title = {Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational
Surveys with Open-ended Questions},
journal = {{ACM} Trans. Comput. Hum. Interact.},
volume = {27},
number = {3},
pages = {15:1--15:37},
year = {2020},
url = {https://doi.org/10.1145/3381804},
doi = {10.1145/3381804},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tochi/XiaoZLMCCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FengFLL20,
author = {Song Feng and
Kshitij P. Fadnis and
Q. Vera Liao and
Luis A. Lastras},
title = {Doc2Dial: {A} Framework for Dialogue Composition Grounded in Documents},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13604--13605},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7089},
doi = {10.1609/AAAI.V34I09.7089},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FengFLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/KocaballiQLRKCL20,
author = {Ahmet Baki Kocaballi and
Juan C. Quiroz and
Liliana Laranjo and
Dana Rezazadegan and
Rafal Kocielnik and
Leigh Clark and
Q. Vera Liao and
Sun Young Park and
Robert J. Moore and
Adam S. Miner},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Conversational Agents for Health and Wellbeing},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3375154},
doi = {10.1145/3334480.3375154},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/KocaballiQLRKCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoGM20,
author = {Q. Vera Liao and
Daniel M. Gruen and
Sarah Miller},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Questioning the {AI:} Informing Design Practices for Explainable {AI}
User Experiences},
booktitle = {{CHI} '20: {CHI} Conference on Human Factors in Computing Systems,
Honolulu, HI, USA, April 25-30, 2020},
pages = {1--15},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3313831.3376590},
doi = {10.1145/3313831.3376590},
timestamp = {Wed, 04 May 2022 13:02:17 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoSZB20,
author = {Q. Vera Liao and
Moninder Singh and
Yunfeng Zhang and
Rachel K. E. Bellamy},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Introduction to Explainable {AI}},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3375044},
doi = {10.1145/3334480.3375044},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/LiaoSZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ZhangBSL20,
author = {Yunfeng Zhang and
Rachel K. E. Bellamy and
Moninder Singh and
Q. Vera Liao},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Introduction to {AI} Fairness},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3375059},
doi = {10.1145/3334480.3375059},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ZhangBSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FadnisMGRPCMEGC20,
author = {Kshitij P. Fadnis and
Nathaniel Mills and
Jatin Ganhotra and
Haggai Roitman and
Gaurav Pandey and
Doron Cohen and
Yosi Mass and
Shai Erera and
R. Chulaka Gunasekara and
Danish Contractor and
Siva Sankalp Patel and
Q. Vera Liao and
Sachindra Joshi and
Luis A. Lastras and
David Konopnicki},
editor = {Qun Liu and
David Schlangen},
title = {Agent Assist through Conversation Analysis},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
Online, November 16-20, 2020},
pages = {151--157},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-demos.20},
doi = {10.18653/V1/2020.EMNLP-DEMOS.20},
timestamp = {Wed, 08 Sep 2021 16:17:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/FadnisMGRPCMEGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/AryaBCDHHHLLMMP20,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {{AI} explainability 360: hands-on tutorial},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {696},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3375667},
doi = {10.1145/3351095.3375667},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/AryaBCDHHHLLMMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/ZhangLB20,
author = {Yunfeng Zhang and
Q. Vera Liao and
Rachel K. E. Bellamy},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {Effect of confidence and explanation on accuracy and trust calibration
in AI-assisted decision making},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {295--305},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3372852},
doi = {10.1145/3351095.3372852},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fat/ZhangLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/HoudeLMMPRWZ20,
author = {Stephanie Houde and
Vera Liao and
Jacquelyn Martino and
Michael J. Muller and
David Piorkowski and
John T. Richards and
Justin D. Weisz and
Yunfeng Zhang},
editor = {Werner Geyer and
Yasaman Khazaeni and
Michal Shmueli{-}Scheuer},
title = {Business (mis)Use Cases of Generative {AI}},
booktitle = {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), Cagliari,
Italy, March 17, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2848},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2848/HAI-GEN-Paper-5.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:10 +0100},
biburl = {https://dblp.org/rec/conf/iui/HoudeLMMPRWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/Shmueli-Scheuer20,
author = {Michal Shmueli{-}Scheuer and
Ron Artstein and
Yasaman Khazaeni and
Hao Fang and
Q. Vera Liao},
title = {user2agent: 2nd Workshop on User-Aware Conversational Agents},
booktitle = {{IUI} '20: 25th International Conference on Intelligent User Interfaces,
Cagliari, Italy, March 17-20, 2020, Companion},
pages = {9--10},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3379336.3379356},
doi = {10.1145/3379336.3379356},
timestamp = {Mon, 16 Mar 2020 12:38:58 +0100},
biburl = {https://dblp.org/rec/conf/iui/Shmueli-Scheuer20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhaiLZM20,
author = {Bhavya Ghai and
Q. Vera Liao and
Yunfeng Zhang and
Klaus Mueller},
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {Active Learning++: Incorporating Annotator's Rationale using Local
Model Explanation},
booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020,
San Diego, California, USA, August 24, 2020},
year = {2020},
url = {https://drive.google.com/file/d/1Mb7yLErq3gE9Ta0sdk4XOz0TS04Dz2rP/view},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GhaiLZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02114,
author = {Yunfeng Zhang and
Q. Vera Liao and
Rachel K. E. Bellamy},
title = {Effect of Confidence and Explanation on Accuracy and Trust Calibration
in AI-Assisted Decision Making},
journal = {CoRR},
volume = {abs/2001.02114},
year = {2020},
url = {http://arxiv.org/abs/2001.02114},
eprinttype = {arXiv},
eprint = {2001.02114},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02478,
author = {Q. Vera Liao and
Daniel M. Gruen and
Sarah Miller},
title = {Questioning the {AI:} Informing Design Practices for Explainable {AI}
User Experiences},
journal = {CoRR},
volume = {abs/2001.02478},
year = {2020},
url = {http://arxiv.org/abs/2001.02478},
eprinttype = {arXiv},
eprint = {2001.02478},
timestamp = {Sat, 25 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09219,
author = {Bhavya Ghai and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Klaus Mueller},
title = {Explainable Active Learning {(XAL):} An Empirical Study of How Local
Explanations Impact Annotator Experience},
journal = {CoRR},
volume = {abs/2001.09219},
year = {2020},
url = {https://arxiv.org/abs/2001.09219},
eprinttype = {arXiv},
eprint = {2001.09219},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-07679,
author = {Stephanie Houde and
Vera Liao and
Jacquelyn Martino and
Michael J. Muller and
David Piorkowski and
John T. Richards and
Justin D. Weisz and
Yunfeng Zhang},
title = {Business (mis)Use Cases of Generative {AI}},
journal = {CoRR},
volume = {abs/2003.07679},
year = {2020},
url = {https://arxiv.org/abs/2003.07679},
eprinttype = {arXiv},
eprint = {2003.07679},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-07679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02028,
author = {Bhavya Ghai and
Q. Vera Liao and
Yunfeng Zhang and
Klaus Mueller},
title = {Measuring Social Biases of Crowd Workers using Counterfactual Queries},
journal = {CoRR},
volume = {abs/2004.02028},
year = {2020},
url = {https://arxiv.org/abs/2004.02028},
eprinttype = {arXiv},
eprint = {2004.02028},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04568,
author = {Bhavya Ghai and
Q. Vera Liao and
Yunfeng Zhang and
Klaus Mueller},
title = {Active Learning++: Incorporating Annotator's Rationale using Local
Model Explanation},
journal = {CoRR},
volume = {abs/2009.04568},
year = {2020},
url = {https://arxiv.org/abs/2009.04568},
eprinttype = {arXiv},
eprint = {2009.04568},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07586,
author = {Umang Bhatt and
Yunfeng Zhang and
Javier Antor{\'{a}}n and
Q. Vera Liao and
Prasanna Sattigeri and
Riccardo Fogliato and
Gabrielle Gauthier Melan{\c{c}}on and
Ranganath Krishnan and
Jason Stanley and
Omesh Tickoo and
Lama Nachman and
Rumi Chunara and
Adrian Weller and
Alice Xiang},
title = {Uncertainty as a Form of Transparency: Measuring, Communicating, and
Using Uncertainty},
journal = {CoRR},
volume = {abs/2011.07586},
year = {2020},
url = {https://arxiv.org/abs/2011.07586},
eprinttype = {arXiv},
eprint = {2011.07586},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MallinarSUGGHLZ19,
author = {Neil Mallinar and
Abhishek Shah and
Rajendra Ugrani and
Ayush Gupta and
Manikandan Gurusankar and
Tin Kam Ho and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Robert Yates and
Chris Desmarais and
Blake McGregor},
title = {Bootstrapping Conversational Agents with Weak Supervision},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {9528--9533},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33019528},
doi = {10.1609/AAAI.V33I01.33019528},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MallinarSUGGHLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/AshktorabJLW19,
author = {Zahra Ashktorab and
Mohit Jain and
Q. Vera Liao and
Justin D. Weisz},
editor = {Stephen A. Brewster and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos},
title = {Resilient Chatbots: Repair Strategy Preferences for Conversational
Breakdowns},
booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
pages = {254},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290605.3300484},
doi = {10.1145/3290605.3300484},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/AshktorabJLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MullerLWPTLDE19,
author = {Michael J. Muller and
Ingrid Lange and
Dakuo Wang and
David Piorkowski and
Jason Tsay and
Q. Vera Liao and
Casey Dugan and
Thomas Erickson},
editor = {Stephen A. Brewster and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos},
title = {How Data Science Workers Work with Data: Discovery, Capture, Curation,
Design, Creation},
booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
pages = {126},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290605.3300356},
doi = {10.1145/3290605.3300356},
timestamp = {Wed, 01 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/MullerLWPTLDE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/LiaoWBFGYZ19,
author = {Q. Vera Liao and
Yi{-}Chia Wang and
Timothy W. Bickmore and
Pascale Fung and
Jonathan Grudin and
Zhou Yu and
Michelle X. Zhou},
editor = {Eric Gilbert and
Karrie Karahalios},
title = {Human-Agent Communication: Connecting Research and Development in
{HCI} and {AI}},
booktitle = {Companion Publication of the 2019 {ACM} Conference on Computer Supported
Cooperative Work and Social Computing, {CSCW} 2019, Austin, TX, USA,
November 09-13, 2019},
pages = {122--126},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3311957.3358607},
doi = {10.1145/3311957.3358607},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/LiaoWBFGYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/DodgeLZBD19,
author = {Jonathan Dodge and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Casey Dugan},
editor = {Wai{-}Tat Fu and
Shimei Pan and
Oliver Brdiczka and
Polo Chau and
Gaelle Calvary},
title = {Explaining models: an empirical study of how explanations impact fairness
judgment},
booktitle = {Proceedings of the 24th International Conference on Intelligent User
Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
pages = {275--285},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3301275.3302310},
doi = {10.1145/3301275.3302310},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iui/DodgeLZBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/LiaoSWY19,
author = {Q. Vera Liao and
Michal Shmueli{-}Scheuer and
Tsung{-}Hsien (Shawn) Wen and
Zhou Yu},
title = {User-aware conversational agents},
booktitle = {Proceedings of the 24th International Conference on Intelligent User
Interfaces: Companion, Marina del Ray, CA, USA, March 16-20, 2019},
pages = {133--134},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308557.3313124},
doi = {10.1145/3308557.3313124},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/LiaoSWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07694,
author = {Jonathan Dodge and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Casey Dugan},
title = {Explaining Models: An Empirical Study of How Explanations Impact Fairness
Judgment},
journal = {CoRR},
volume = {abs/1901.07694},
year = {2019},
url = {http://arxiv.org/abs/1901.07694},
eprinttype = {arXiv},
eprint = {1901.07694},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10700,
author = {Ziang Xiao and
Michelle X. Zhou and
Q. Vera Liao and
Gloria Mark and
Chang Yan Chi and
Wenxi Chen and
Huahai Yang},
title = {Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational
Surveys},
journal = {CoRR},
volume = {abs/1905.10700},
year = {2019},
url = {http://arxiv.org/abs/1905.10700},
eprinttype = {arXiv},
eprint = {1905.10700},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03012,
author = {Vijay Arya and
Rachel K. E. Bellamy and
Pin{-}Yu Chen and
Amit Dhurandhar and
Michael Hind and
Samuel C. Hoffman and
Stephanie Houde and
Q. Vera Liao and
Ronny Luss and
Aleksandra Mojsilovic and
Sami Mourad and
Pablo Pedemonte and
Ramya Raghavendra and
John T. Richards and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Moninder Singh and
Kush R. Varshney and
Dennis Wei and
Yunfeng Zhang},
title = {One Explanation Does Not Fit All: {A} Toolkit and Taxonomy of {AI}
Explainability Techniques},
journal = {CoRR},
volume = {abs/1909.03012},
year = {2019},
url = {http://arxiv.org/abs/1909.03012},
eprinttype = {arXiv},
eprint = {1909.03012},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07381,
author = {Q. Vera Liao and
Michael J. Muller},
title = {Enabling Value Sensitive {AI} Systems through Participatory Design
Fictions},
journal = {CoRR},
volume = {abs/1912.07381},
year = {2019},
url = {http://arxiv.org/abs/1912.07381},
eprinttype = {arXiv},
eprint = {1912.07381},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/VaishLB18,
author = {Rajan Vaish and
Q. Vera Liao and
Victoria Bellotti},
title = {What's in it for me? Self-serving versus other-oriented framing in
messages advocating use of prosocial peer-to-peer services},
journal = {Int. J. Hum. Comput. Stud.},
volume = {109},
pages = {1--12},
year = {2018},
url = {https://doi.org/10.1016/j.ijhcs.2017.07.006},
doi = {10.1016/J.IJHCS.2017.07.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmms/VaishLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/JainKBLTP18,
author = {Mohit Jain and
Pratyush Kumar and
Ishita Bhansali and
Q. Vera Liao and
Khai N. Truong and
Shwetak N. Patel},
title = {FarmChat: {A} Conversational Agent to Answer Farmer Queries},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {2},
number = {4},
pages = {170:1--170:22},
year = {2018},
url = {https://doi.org/10.1145/3287048},
doi = {10.1145/3287048},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/JainKBLTP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoHCDKCWMSG18,
author = {Q. Vera Liao and
Muhammed Mas{-}ud Hussain and
Praveen Chandar and
Matthew Davis and
Yasaman Khazaeni and
Marco Patricio Crasso and
Dakuo Wang and
Michael J. Muller and
N. Sadat Shami and
Werner Geyer},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {All Work and No Play?},
booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
pages = {3},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3173574.3173577},
doi = {10.1145/3173574.3173577},
timestamp = {Fri, 12 Mar 2021 15:28:42 +0100},
biburl = {https://dblp.org/rec/conf/chi/LiaoHCDKCWMSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ShamekhiLWBE18,
author = {Ameneh Shamekhi and
Q. Vera Liao and
Dakuo Wang and
Rachel K. E. Bellamy and
Thomas Erickson},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {Face Value?},
booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
pages = {391},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3173574.3173965},
doi = {10.1145/3173574.3173965},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/ShamekhiLWBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ZhangLS18,
author = {Yunfeng Zhang and
Q. Vera Liao and
Biplav Srivastava},
editor = {Shlomo Berkovsky and
Yoshinori Hijikata and
Jun Rekimoto and
Margaret M. Burnett and
Mark Billinghurst and
Aaron Quigley},
title = {Towards an Optimal Dialog Strategy for Information Retrieval Using
Both Open- and Close-ended Questions},
booktitle = {Proceedings of the 23rd International Conference on Intelligent User
Interfaces, {IUI} 2018, Tokyo, Japan, March 07-11, 2018},
pages = {365--369},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3172944.3172998},
doi = {10.1145/3172944.3172998},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iui/ZhangLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06176,
author = {Neil Mallinar and
Abhishek Shah and
Rajendra Ugrani and
Ayush Gupta and
Manikandan Gurusankar and
Tin Kam Ho and
Q. Vera Liao and
Yunfeng Zhang and
Rachel K. E. Bellamy and
Robert Yates and
Chris Desmarais and
Blake McGregor},
title = {Bootstrapping Conversational Agents With Weak Supervision},
journal = {CoRR},
volume = {abs/1812.06176},
year = {2018},
url = {http://arxiv.org/abs/1812.06176},
eprinttype = {arXiv},
eprint = {1812.06176},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interact/ChandarKDMCLSG17,
author = {Praveen Chandar and
Yasaman Khazaeni and
Matthew Davis and
Michael J. Muller and
Marco Crasso and
Q. Vera Liao and
N. Sadat Shami and
Werner Geyer},
editor = {Regina Bernhaupt and
Girish Dalvi and
Anirudha Joshi and
Devanuj K. Balkrishan and
Jacki O'Neill and
Marco Winckler},
title = {Leveraging Conversational Systems to Assists New Hires During Onboarding},
booktitle = {Human-Computer Interaction - {INTERACT} 2017 - 16th {IFIP} {TC} 13
International Conference, Mumbai, India, September 25-29, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10514},
pages = {381--391},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67684-5\_23},
doi = {10.1007/978-3-319-67684-5\_23},
timestamp = {Mon, 26 Jun 2023 20:44:59 +0200},
biburl = {https://dblp.org/rec/conf/interact/ChandarKDMCLSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04134,
author = {Q. Vera Liao and
Biplav Srivastava and
Pavan Kapanipathi},
title = {A Measure for Dialog Complexity and its Application in Streamlining
Service Operations},
journal = {CoRR},
volume = {abs/1708.04134},
year = {2017},
url = {http://arxiv.org/abs/1708.04134},
eprinttype = {arXiv},
eprint = {1708.04134},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMdis/LiaoDGMS16,
author = {Q. Vera Liao and
Matthew Davis and
Werner Geyer and
Michael J. Muller and
N. Sadat Shami},
editor = {Marcus Foth and
Wendy Ju and
Ronald Schroeter and
Stephen Viller},
title = {What Can You Do?: Studying Social-Agent Orientation and Agent Proactive
Interactions with an Agent for Employees},
booktitle = {Proceedings of the 2016 {ACM} Conference on Designing Interactive
Systems, {DIS} '16, Brisbane, QLD, Australia, June 04 - 08, 2016},
pages = {264--275},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901790.2901842},
doi = {10.1145/2901790.2901842},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ACMdis/LiaoDGMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoFS16,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu and
Markus Strohmaier},
editor = {Jofish Kaye and
Allison Druin and
Cliff Lampe and
Dan Morris and
Juan Pablo Hourcade},
title = {{\#}Snowden: Understanding Biases Introduced by Behavioral Differences
of Opinion Groups on Social Media},
booktitle = {Proceedings of the 2016 {CHI} Conference on Human Factors in Computing
Systems, San Jose, CA, USA, May 7-12, 2016},
pages = {3352--3363},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2858036.2858422},
doi = {10.1145/2858036.2858422},
timestamp = {Wed, 01 Jun 2022 08:38:38 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/group/LiaoBY16,
author = {Q. Vera Liao and
Victoria Bellotti and
Michael Youngblood},
editor = {Stephan G. Lukosch and
Aleksandra Sarcevic and
Myriam Lewkowicz and
Michael J. Muller},
title = {Improvising Harmony: Opportunities for Technologies to Support Crowd
Orchestration},
booktitle = {Proceedings of the 19th International Conference on Supporting Group
Work, Sanibel Island, FL, USA, November 13 - 16, 2016},
pages = {159--169},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2957276.2957303},
doi = {10.1145/2957276.2957303},
timestamp = {Tue, 06 Nov 2018 11:07:28 +0100},
biburl = {https://dblp.org/rec/conf/group/LiaoBY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoFM15,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu and
Sri Shilpa Mamidi},
editor = {Bo Begole and
Jinwoo Kim and
Kori Inkpen and
Woontack Woo},
title = {It Is All About Perspective: An Exploration of Mitigating Selective
Exposure with Aspect Indicators},
booktitle = {Proceedings of the 33rd Annual {ACM} Conference on Human Factors in
Computing Systems, {CHI} 2015, Seoul, Republic of Korea, April 18-23,
2015},
pages = {1439--1448},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2702123.2702570},
doi = {10.1145/2702123.2702570},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/LiaoFM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tochi/LiaoF14,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
title = {Age differences in credibility judgments of online health information},
journal = {{ACM} Trans. Comput. Hum. Interact.},
volume = {21},
number = {1},
pages = {2:1--2:23},
year = {2014},
url = {https://doi.org/10.1145/2534410},
doi = {10.1145/2534410},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tochi/LiaoF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoF14,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Matt Jones and
Philippe A. Palanque and
Albrecht Schmidt and
Tovi Grossman},
title = {Expert voices in echo chambers: effects of source expertise indicators
on exposure to diverse opinions},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, CHI'14, Toronto,
ON, Canada - April 26 - May 01, 2014},
pages = {2745--2754},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556288.2557240},
doi = {10.1145/2556288.2557240},
timestamp = {Tue, 01 Jun 2021 15:21:43 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/LiaoF14,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Susan R. Fussell and
Wayne G. Lutters and
Meredith Ringel Morris and
Madhu C. Reddy},
title = {Can you hear me now?: mitigating the echo chamber effect by source
position indicators},
booktitle = {Computer Supported Cooperative Work, {CSCW} '14, Baltimore, MD, USA,
February 15-19, 2014},
pages = {184--196},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2531602.2531711},
doi = {10.1145/2531602.2531711},
timestamp = {Fri, 08 Jan 2021 08:52:12 +0100},
biburl = {https://dblp.org/rec/conf/cscw/LiaoF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/ChoLJS13,
author = {Jason H. D. Cho and
Q. Vera Liao and
Yunliang Jiang and
Bruce R. Schatz},
editor = {Jing Gao},
title = {Aggregating Personal Health Messages for Scalable Comparative Effectiveness
Research},
booktitle = {{ACM} Conference on Bioinformatics, Computational Biology and Biomedical
Informatics. {ACM-BCB} 2013, Washington, DC, USA, September 22-25,
2013},
pages = {907},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2506583.2512363},
doi = {10.1145/2506583.2512363},
timestamp = {Mon, 27 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/ChoLJS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoF13,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Wendy E. Mackay and
Stephen A. Brewster and
Susanne B{\o}dker},
title = {Beyond the filter bubble: interactive effects of perceived threat
and topic involvement on selective exposure to information},
booktitle = {2013 {ACM} {SIGCHI} Conference on Human Factors in Computing Systems,
{CHI} '13, Paris, France, April 27 - May 2, 2013},
pages = {2359--2368},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2470654.2481326},
doi = {10.1145/2470654.2481326},
timestamp = {Tue, 01 Jun 2021 15:21:42 +0200},
biburl = {https://dblp.org/rec/conf/chi/LiaoF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LiaoWPF12,
author = {Qingzi Vera Liao and
Claudia Wagner and
Peter Pirolli and
Wai{-}Tat Fu},
editor = {Joseph A. Konstan and
Ed H. Chi and
Kristina H{\"{o}}{\"{o}}k},
title = {Understanding experts' and novices' expertise judgment of twitter
users},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
Austin, TX, {USA} - May 05 - 10, 2012},
pages = {2461--2464},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2207676.2208410},
doi = {10.1145/2207676.2208410},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/LiaoWPF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/LiaoF12,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Gang Luo and
Jiming Liu and
Christopher C. Yang},
title = {Age differences in credibility judgment of online health information},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
FL, USA, January 28-30, 2012},
pages = {353--362},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2110363.2110404},
doi = {10.1145/2110363.2110404},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/LiaoF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/FuL12,
author = {Wai{-}Tat Fu and
Qingzi Vera Liao},
editor = {Shanchieh Jay Yang and
Ariel M. Greenberg and
Mica R. Endsley},
title = {Information and Attitude Diffusion in Networks},
booktitle = {Social Computing, Behavioral - Cultural Modeling and Prediction -
5th International Conference, {SBP} 2012, College Park, MD, USA, April
3-5, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7227},
pages = {205--213},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29047-3\_25},
doi = {10.1007/978-3-642-29047-3\_25},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/FuL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/WagnerLPNS12,
author = {Claudia Wagner and
Vera Liao and
Peter Pirolli and
Les Nelson and
Markus Strohmaier},
title = {It's Not in Their Tweets: Modeling Topical Expertise of Twitter Users},
booktitle = {2012 International Conference on Privacy, Security, Risk and Trust,
{PASSAT} 2012, and 2012 International Confernece on Social Computing,
SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012},
pages = {91--100},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SocialCom-PASSAT.2012.30},
doi = {10.1109/SOCIALCOM-PASSAT.2012.30},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/WagnerLPNS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/Liao11,
author = {Vera Liao},
editor = {Desney S. Tan and
Saleema Amershi and
Bo Begole and
Wendy A. Kellogg and
Manas Tungare},
title = {How user reviews influence older and younger adults' credibility judgments
of online health information},
booktitle = {Proceedings of the International Conference on Human Factors in Computing
Systems, {CHI} 2011, Extended Abstracts Volume, Vancouver, BC, Canada,
May 7-12, 2011},
pages = {893--898},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1979742.1979520},
doi = {10.1145/1979742.1979520},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/Liao11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/LiaoF11,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Laura A. Carlson and
Christoph H{\"{o}}lscher and
Thomas F. Shipley},
title = {Effects of Aging and Individual Differences on Credibility Judgment
of Online Health Information},
booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
publisher = {cognitivesciencesociety.org},
year = {2011},
url = {https://mindmodeling.org/cogsci2011/papers/0073/index.html},
timestamp = {Wed, 17 Apr 2024 12:44:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/LiaoF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/LiaoF11a,
author = {Qingzi Vera Liao and
Wai{-}Tat Fu},
editor = {Laura A. Carlson and
Christoph H{\"{o}}lscher and
Thomas F. Shipley},
title = {The Impact of User Reviews on Older and Younger Adults' Attitude towards
Online Medication Information},
booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
publisher = {cognitivesciencesociety.org},
year = {2011},
url = {https://mindmodeling.org/cogsci2011/papers/0187/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/LiaoF11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/FuL11,
author = {Wai{-}Tat Fu and
Vera Liao},
editor = {John J. Salerno and
Shanchieh Jay Yang and
Dana S. Nau and
Sun{-}Ki Chai},
title = {Crowdsourcing Quality Control of Online Information: {A} Quality-Based
Cascade Model},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 4th
International Conference, {SBP} 2011, College Park, MD, USA, March
29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6589},
pages = {147--154},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19656-0\_23},
doi = {10.1007/978-3-642-19656-0\_23},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/FuL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/Liao10,
author = {Qingzi Vera Liao},
editor = {Elizabeth D. Mynatt and
Don Schoner and
Geraldine Fitzpatrick and
Scott E. Hudson and
W. Keith Edwards and
Tom Rodden},
title = {Effects of cognitive aging on credibility assessment of online health
information},
booktitle = {Proceedings of the 28th International Conference on Human Factors
in Computing Systems, {CHI} 2010, Extended Abstracts Volume, Atlanta,
Georgia, USA, April 10-15, 2010},
pages = {4321--4326},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1753846.1754147},
doi = {10.1145/1753846.1754147},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/Liao10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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