| 2022 | 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 |
| 2022 | "If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment. | Yaniv Yacoby, Ben Green, Christopher L. Griffin, Finale Doshi-Velez |
| 2022 | Comparing Experts and Novices for AI Data Work: Insights on Allocating Human Intelligence to Design a Conversational Agent. | Lu Sun, Yuhan Liu, Grace Joseph, Zhou Yu, Haiyi Zhu, Steven P. Dow |
| 2022 | SignUpCrowd: Using Sign-Language as an Input Modality for Microtask Crowdsourcing. | Aayush Singh, Sebastian Wehkamp, Ujwal Gadiraju |
| 2022 | A Human-Centric Perspective on Model Monitoring. | Murtuza N. Shergadwala, Himabindu Lakkaraju, Krishnaram Kenthapadi |
| 2022 | TaskLint: Automated Detection of Ambiguities in Task Instructions. | V. K. Chaithanya Manam, Joseph Divyan Thomas, Alexander J. Quinn |
| 2022 | When More Data Lead Us Astray: Active Data Acquisition in the Presence of Label Bias. | Yunyi Li, Maria De-Arteaga, Maytal Saar-Tsechansky |
| 2022 | Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI. | Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar |
| 2022 | Crowdsourcing Perceptions of Gerrymandering. | Benjamin Kelly, Inwon Kang, Lirong Xia |
| 2022 | Identifying Possible Winners in Ranked Choice Voting Elections with Outstanding Ballots. | Alborz Jelvani, Amlie Marian |
| 2022 | Near-Optimal Reviewer Splitting in Two-Phase Paper Reviewing and Conference Experiment Design. | Steven Jecmen, Hanrui Zhang, Ryan Liu, Fei Fang, Vincent Conitzer, Nihar B. Shah |
| 2022 | It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge. | Gaole He, Agathe Balayn, Stefan Buijsman, Jie Yang, Ujwal Gadiraju |
| 2022 | Taking Advice from (Dis)Similar Machines: The Impact of Human-Machine Similarity on Machine-Assisted Decision-Making. | Nina Grgic-Hlaca, Claude Castelluccia, Krishna P. Gummadi |
| 2022 | Performance of Paid and Volunteer Image Labeling in Citizen Science - A Retrospective Analysis. | Kutub Gandhi, Sofia Eleni Spatharioti, Scott Eustis, Sara Ann Wylie, Seth Cooper |
| 2022 | Strategyproofing Peer Assessment via Partitioning: The Price in Terms of Evaluators' Expertise. | Komal Dhull, Steven Jecmen, Pravesh Kothari, Nihar B. Shah |
| 2022 | Eliciting and Learning with Soft Labels from Every Annotator. | Katherine M. Collins, Umang Bhatt, Adrian Weller |
| 2022 | CHIME: Causal Human-in-the-Loop Model Explanations. | Shreyan Biswas, Lorenzo Corti, Stefan Buijsman, Jie Yang |
| 2022 | Gesticulate for Health's Sake! Understanding the Use of Gestures as an Input Modality for Microtask Crowdsourcing. | Garrett Allen, Andrea Hu, Ujwal Gadiraju |
| 2022 | Goal-Setting Behavior of Workers on Crowdsourcing Platforms: An Exploratory Study on MTurk and Prolific. | Tahir Abbas, Ujwal Gadiraju |
| 2022 | Allocation Schemes in Analytic Evaluation: Applicant-Centric Holistic or Attribute-Centric Segmented? | Jingyan Wang, Carmel Baharav, Nihar B. Shah, Anita Williams Woolley, R. Ravi |
| 2021 | Enhancing Image Classification Capabilities of Crowdsourcing-Based Methods through Expanded Input Elicitation. | Romena Yasmin, Joshua Grassel, Md Mahmudulla Hassan, Olac Fuentes, Adolfo R. Escobedo |
| 2021 | Utility of Crowdsourced User Experiments for Measuring the Central Tendency of User Performance to Evaluate Error-Rate Models on GUIs. | Shota Yamanaka |
| 2021 | Rapid Instance-Level Knowledge Acquisition for Google Maps from Class-Level Common Sense. | Chris Welty, Lora Aroyo, Flip Korn, Sara M. McCarthy, Shubin Zhao |
| 2021 | On the Bayesian Rational Assumption in Information Design. | Wei Tang, Chien-Ju Ho |
| 2021 | Exploring the Music Perception Skills of Crowd Workers. | Ioannis Petros Samiotis, Sihang Qiu, Christoph Lofi, Jie Yang, Ujwal Gadiraju, Alessandro Bozzon |