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All published works
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Title
Year
Authors
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Human-AI collaboration is not very collaborative yet: a taxonomy of interaction patterns in AI-assisted decision making from a systematic review
2025
Catalina Gómez
Sue Min Cho
Shichang Ke
Chien‐Ming Huang
Mathias Unberath
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Designing AI Support for Human Involvement in AI-assisted Decision Making: A Taxonomy of Human-AI Interactions from a Systematic Review
2023
Catalina Gómez
Sue Min Cho
Shichang Ke
Chien‐Ming Huang
Mathias Unberath
Common Coauthors
Coauthor
Papers Together
Chien‐Ming Huang
2
Sue Min Cho
2
Mathias Unberath
2
Catalina Gómez
2
Commonly Cited References
Action
Title
Year
Authors
# of times referenced
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PDF
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Does Explainable Artificial Intelligence Improve Human Decision-Making?
2021
Yasmeen Alufaisan
Laura R. Marusich
Jonathan Z. Bakdash
Yan Zhou
Murat Kantarcıoğlu
1
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PDF
Chat
The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems
2020
Mahsan Nourani
Joanie King
Eric D. Ragan
1
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PDF
Chat
Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
2022
Charvi Rastogi
Yunfeng Zhang
Dennis Wei
Kush R. Varshney
Amit Dhurandhar
Richard Tomsett
1
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Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making
2020
Harini Suresh
Natalie Lao
Ilaria Liccardi
1
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PDF
Chat
Proxy tasks and subjective measures can be misleading in evaluating explainable AI systems
2020
Zana Buçinca
Phoebe Lin
Krzysztof Z. Gajos
Elena L. Glassman
1
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PDF
Chat
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making
2020
Yunfeng Zhang
Q. Vera Liao
Rachel Bellamy
1
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Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs
2022
Harini Suresh
Kathleen M. Lewis
John V. Guttag
Arvind Satyanarayan
1
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PDF
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Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface
2021
Michael Desmond
Michael Müller
Zahra Ashktorab
Casey Dugan
Evelyn Duesterwald
Kristina Brimijoin
Catherine Finegan-Dollak
Michelle Brachman
Aabhas Sharma
Narendra Nath Joshi
1
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PDF
Chat
To Trust or to Think
2021
Zana Buçinca
Maja Barbara Malaya
Krzysztof Z. Gajos
1
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PDF
Chat
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
2021
Gagan Bansal
Tongshuang Wu
Joyce Zhou
Raymond Fok
Besmira Nushi
Ece Kamar
Marco Túlio Ribeiro
Daniel S. Weld
1
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PDF
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Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making
2021
Alexandra Zytek
Dongyu Liu
Rhema Vaithianathan
Kalyan Veeramachaneni
1
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PDF
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Human-AI Collaboration for UX Evaluation: Effects of Explanation and Synchronization
2022
Mingming Fan
Xianyou Yang
TszTung Yu
Q. Vera Liao
Jian Zhao
1
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Investigations of Performance and Bias in Human-AI Teamwork in Hiring
2022
Andi Peng
Besmira Nushi
Emre Kıcıman
Kori Inkpen
Ece Kamar
1
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Communicating the Limitations of AI: The Effect of Message Framing and Ownership on Trust in Artificial Intelligence
2022
Taenyun Kim
Hayeon Song
1
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PDF
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Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation
2022
Vivian Lai
Samuel Carton
Rajat Bhatnagar
Q. Vera Liao
Yunfeng Zhang
Chenhao Tan
1
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PDF
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Towards Relatable Explainable AI with the Perceptual Process
2022
Wencan Zhang
Brian Y. Lim
1
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PDF
Chat
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
2022
Riccardo Fogliato
Shreya Chappidi
Matthew P. Lungren
Paul Fisher
Diane Wilson
Michael Fitzke
Mark Parkinson
Eric Horvitz
Kori Inkpen
Besmira Nushi
1
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PDF
Chat
Mapping the Design Space of Human-AI Interaction in Text Summarization
2022
Ruijia Cheng
Alison Smith
Ke Zhang
Joel Tetreault
Alejandro Jaimes-Larrarte
1
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PDF
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Role of Human-AI Interaction in Selective Prediction
2022
Elizabeth Bondi
Raphaël Koster
Hannah Sheahan
Martin J. Chadwick
Yoram Bachrach
Ali Taylan Cemgil
Ulrich Paquet
Krishnamurthy Dvijotham
1
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PDF
Chat
Discovering the Sweet Spot of Human-Computer Configurations
2019
Maximilian Mackeprang
Claudia Müller-Birn
Maximilian Timo Stauss
1
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PDF
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Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review
2022
Haomin Chen
Catalina Gómez
Chien‐Ming Huang
Mathias Unberath
1
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PDF
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Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology
2022
Hongyan Gu
Yuan Liang
Yifan Xu
Christopher Kazu Williams
Shino Magaki
Négar Khanlou
Harry V. Vinters
Zesheng Chen
Shuo Ni
Chunxu Yang
1
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PDF
Chat
Improving Human-AI Collaboration With Descriptions of AI Behavior
2023
Ángel Alexander Cabrera
Adam Perer
Jason Hong
1
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Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations
2023
Aditya Bhattacharya
Jeroen Ooge
Gregor Štiglic
Katrien Verbert
1
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PDF
Chat
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting
2023
Federico Cabitza
Andrea Campagner
Chiara Natali
Enea Parimbelli
Luca Ronzio
Matteo Cameli
1
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Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
2023
Patrick Hemmer
Monika Westphal
Max Schemmer
Sebastian Vetter
Michael Vössing
Gerhard Satzger
1
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It Seems Smart, but It Acts Stupid: Development of Trust in AI Advice in a Repeated Legal Decision-Making Task
2023
Patricia Kahr
Gerrit Rooks
Martijn C. Willemsen
Chris Snijders
1
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Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations
2023
Max Schemmer
Niklas Kuehl
Carina Benz
Andrea Bartos
Gerhard Satzger
1
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PDF
Chat
Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables
2023
Kenneth Holstein
Maria De‐Arteaga
Lakshmi Tumati
Yanghuidi Cheng
1