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Selective Explanations: Leveraging Human Input to Align Explainable AI


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

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* 21 pages, 25 figures 

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An Exploration of Post-Editing Effectiveness in Text Summarization


Jun 13, 2022
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes

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* 18 pages, 21 figures 

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


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

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* 18 pages, 44 figures 

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


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

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

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Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application


Apr 29, 2021
Abhijit Suresh, Jennifer Jacobs, Vivian Lai, Chenhao Tan, Wayne Ward, James H. Martin, Tamara Sumner

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* Presented at the AAAI 2021 Spring Symposium on Artificial Intelligence for K-12 Education 

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Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making


Jan 27, 2021
Han Liu, Vivian Lai, Chenhao Tan

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* 42 pages, 22 figures 

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Harnessing Explanations to Bridge AI and Humans


Mar 16, 2020
Vivian Lai, Samuel Carton, Chenhao Tan

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* 4 pages, CHI 2020 Fair & Responsible AI Workshop 

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"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans


Jan 14, 2020
Vivian Lai, Han Liu, Chenhao Tan

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* 26 pages, 48 figures, CHI 2020 

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Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification


Oct 18, 2019
Vivian Lai, Jon Z. Cai, Chenhao Tan

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* 17 pages, 18 figures, EMNLP 2019, the code is available at https://vivlai.github.io/ 

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