| 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 | A Human-Centric Perspective on Model Monitoring. Murtuza N. Shergadwala, Himabindu Lakkaraju, Krishnaram Kenthapadi |
| 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 |
| 2022 | CHIME: Causal Human-in-the-Loop Model Explanations. Shreyan Biswas, Lorenzo Corti, Stefan Buijsman, Jie Yang |
| 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 | 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 | Eliciting and Learning with Soft Labels from Every Annotator. Katherine M. Collins, Umang Bhatt, Adrian Weller |
| 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 | 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 | Identifying Possible Winners in Ranked Choice Voting Elections with Outstanding Ballots. Alborz Jelvani, Amélie Marian |
| 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 | 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 | 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 | Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2022, virtual, November 6-10, 2022. Jane Hsu, Ming Yin |
| 2022 | SignUpCrowd: Using Sign-Language as an Input Modality for Microtask Crowdsourcing. Aayush Singh, Sebastian Wehkamp, Ujwal Gadiraju |
| 2022 | Strategyproofing Peer Assessment via Partitioning: The Price in Terms of Evaluators' Expertise. Komal Dhull, Steven Jecmen, Pravesh Kothari, Nihar B. Shah |
| 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 | 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 |