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• HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations

  Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao

  231-242

  2022-10-14

• Selective Concept Models: Permitting Stakeholder Customisation at Test-Time

  Matthew Barker, Katherine M. Collins, Krishnamurthy Dvijotham, Adrian Weller, Umang Bhatt

  2-13

  2023-11-03

• Informing Users about Data Imputation: Exploring the Design Space for Dealing With Non-Responses

  Ananya Bhattacharjee, Haochen Song, Xuening Wu, Justice Tomlinson, Mohi Reza, Akmar Ehsan Chowdhury, Nina Deliu, Thomas W. Price, Joseph Jay Williams

  14-26

  2023-11-03

• Crowdsourced Clustering via Active Querying: Practical Algorithm with Theoretical Guarantees

  Yi Chen, Ramya Korlakai Vinayak, Babak Hassibi

  27-37

  2023-11-03

• How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets

  Danula Hettiachchi, Indigo Holcombe-James, Stephanie Livingstone, Anjalee de Silva, Matthew Lease, Flora D. Salim, Mark Sanderson

  38-50

  2023-11-03

• Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection

  Oana Inel, Tim Draws, Lora Aroyo

  51-64

  2023-11-03

• Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms

  Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Ameet Talwalkar

  65-76

  2023-11-03

• A Task-Interdependency Model of Complex Collaboration Towards Human-Centered Crowd Work (Extended Abstract)

  David T. Lee, Christos A. Makridis

  77-77

  2023-11-03

• Task as Context: A Sensemaking Perspective on Annotating Inter-Dependent Event Attributes with Non-Experts

  Tianyi Li, Ping Wang, Tian Shi, Yali Bian, Andy Esakia

  78-90

  2023-11-03

• BackTrace: A Human-AI Collaborative Approach to Discovering Studio Backdrops in Historical Photographs

  Jude Lim, Vikram Mohanty, Terryl Dodson, Kurt Luther

  91-102

  2023-11-03

• Rethinking Quality Assurance for Crowdsourced Multi-ROI Image Segmentation

  Xiaolu Lu, David Ratcliffe, Tsu-Ting Kao, Aristarkh Tikhonov, Lester Litchfield, Craig Rodger, Kaier Wang

  103-114

  2023-11-03

• Accounting for Transfer of Learning Using Human Behavior Models

  Tyler Malloy, Yinuo Du, Fei Fang, Cleotilde Gonzalez

  115-126

  2023-11-03

• A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity

  Charvi Rastogi, Liu Leqi, Kenneth Holstein, Hoda Heidari

  127-139

  2023-11-03

• Characterizing Time Spent in Video Object Tracking Annotation Tasks: A Study of Task Complexity in Vehicle Tracking

  Amy Rechkemmer, Alex C. Williams, Matthew Lease, Li Erran Li

  140-151

  2023-11-03

• Humans Forgo Reward to Instill Fairness into AI

  Lauren S. Treiman, Chien-Ju Ho, Wouter Kool

  152-162

  2023-11-03

• Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?

  Adaku Uchendu, Jooyoung Lee, Hua Shen, Thai Le, Ting-Hao 'Kenneth' Huang, Dongwon Lee

  163-174

  2023-11-03

• A Cluster-Aware Transfer Learning for Bayesian Optimization of Personalized Preference Models

  Haruto Yamasaki, Masaki Matsubara, Hiroyoshi Ito, Yuta Nambu, Masahiro Kohjima, Yuki Kurauchi, Ryuji Yamamoto, Atsuyuki Morishima

  175-185

  2023-11-03

• Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation

  Andre Ye, Quan Ze Chen, Amy Zhang

  186-197

  2023-11-03

• A Crowd–AI Collaborative Approach to Address Demographic Bias for Student Performance Prediction in Online Education

  Ruohan Zong, Yang Zhang, Frank Stinar, Lanyu Shang, Huimin Zeng, Nigel Bosch, Dong Wang

  198-210

  2023-11-03

• An Exploratory Study of the Impact of Task Selection Strategies on Worker Performance in Crowdsourcing Microtasks

  Huda Banuqitah, Mark Dunlop, Maysoon Abulkhair, Sotirios Terzis

  2-11

  2024-10-14

• “Hi. I’m Molly, Your Virtual Interviewer!” Exploring the Impact of Race and Gender in AI-Powered Virtual Interview Experiences

  Shreyan Biswas, Ji-Youn Jung, Abhishek Unnam, Kuldeep Yadav, Shreyansh Gupta, Ujwal Gadiraju

  12-22

  2024-10-14

• Disclosures & Disclaimers: Investigating the Impact of Transparency Disclosures and Reliability Disclaimers on Learner-LLM Interactions

  Jessica Y. Bo, Harsh Kumar, Michael Liut, Ashton Anderson

  23-32

  2024-10-14

• Atlas of AI Risks: Enhancing Public Understanding of AI Risks

  Edyta Bogucka, Sanja Šćepanović, Daniele Quercia

  33-43

  2024-10-14

• Toward Context-Aware Privacy Enhancing Technologies for Online Self-Disclosure

  Tingting Du, Jiyoon Kim, Anna Squicciarini, Sarah Rajtmajer

  44-54

  2024-10-14

• Unveiling the Inter-Related Preferences of Crowdworkers: Implications for Personalized and Flexible Platform Design

  Senjuti Dutta, Rhema Linder, Alex C. Williams, Anastasia Kuzminykh, Scott Ruoti

  55-64

  2024-10-14