- 2022
- Jingyan Wang, Carmel Baharav, Nihar B. Shah, Anita Williams Woolley
, R. Ravi:
Allocation Schemes in Analytic Evaluation: Applicant-Centric Holistic or Attribute-Centric Segmented? HCOMP 2022: 207-218 - Tahir Abbas, Ujwal Gadiraju:
Goal-Setting Behavior of Workers on Crowdsourcing Platforms: An Exploratory Study on MTurk and Prolific. HCOMP 2022: 2-13 - Garrett Allen, Andrea Hu, Ujwal Gadiraju:
Gesticulate for Health's Sake! Understanding the Use of Gestures as an Input Modality for Microtask Crowdsourcing. HCOMP 2022: 14-26 - Shreyan Biswas, Lorenzo Corti, Stefan Buijsman, Jie Yang:
CHIME: Causal Human-in-the-Loop Model Explanations. HCOMP 2022: 27-39 - Katherine M. Collins, Umang Bhatt, Adrian Weller:
Eliciting and Learning with Soft Labels from Every Annotator. HCOMP 2022: 40-52 - Komal Dhull, Steven Jecmen, Pravesh Kothari, Nihar B. Shah:
Strategyproofing Peer Assessment via Partitioning: The Price in Terms of Evaluators' Expertise. HCOMP 2022: 53-63 - Kutub Gandhi, Sofia Eleni Spatharioti, Scott Eustis, Sara Ann Wylie, Seth Cooper:
Performance of Paid and Volunteer Image Labeling in Citizen Science - A Retrospective Analysis. HCOMP 2022: 64-73 - Nina Grgic-Hlaca, Claude Castelluccia, Krishna P. Gummadi:
Taking Advice from (Dis)Similar Machines: The Impact of Human-Machine Similarity on Machine-Assisted Decision-Making. HCOMP 2022: 74-88 - Gaole He, Agathe Balayn, Stefan Buijsman, Jie Yang, Ujwal Gadiraju:
It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge. HCOMP 2022: 89-101 - Steven Jecmen, Hanrui Zhang, Ryan Liu, Fei Fang, Vincent Conitzer, Nihar B. Shah:
Near-Optimal Reviewer Splitting in Two-Phase Paper Reviewing and Conference Experiment Design. HCOMP 2022: 102-113 - Alborz Jelvani, Amélie Marian:
Identifying Possible Winners in Ranked Choice Voting Elections with Outstanding Ballots. HCOMP 2022: 114-123 - Benjamin Kelly, Inwon Kang, Lirong Xia:
Crowdsourcing Perceptions of Gerrymandering. HCOMP 2022: 124-132 - Yunyi Li, Maria De-Arteaga, Maytal Saar-Tsechansky:
When More Data Lead Us Astray: Active Data Acquisition in the Presence of Label Bias. HCOMP 2022: 133-146 - Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar:
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI. HCOMP 2022: 147-159 - V. K. Chaithanya Manam, Joseph Divyan Thomas, Alexander J. Quinn:
TaskLint: Automated Detection of Ambiguities in Task Instructions. HCOMP 2022: 160-172 - Murtuza N. Shergadwala, Himabindu Lakkaraju, Krishnaram Kenthapadi:
A Human-Centric Perspective on Model Monitoring. HCOMP 2022: 173-183 - Aayush Singh, Sebastian Wehkamp, Ujwal Gadiraju:
SignUpCrowd: Using Sign-Language as an Input Modality for Microtask Crowdsourcing. HCOMP 2022: 184-194 - Lu Sun, Yuhan Liu, Grace Joseph, Zhou Yu, Haiyi Zhu, Steven P. Dow:
Comparing Experts and Novices for AI Data Work: Insights on Allocating Human Intelligence to Design a Conversational Agent. HCOMP 2022: 195-206 - Yaniv Yacoby, Ben Green, Christopher L. Griffin, Finale Doshi-Velez:
"If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment. HCOMP 2022: 219-230 - Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao:
HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations. HCOMP 2022: 231-242 - Jane Hsu, Ming Yin:
Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2022, virtual, November 6-10, 2022. AAAI Press 2022, ISBN 978-1-57735-878-7 [contents] - 2021
- Lei Han, Xiao Dong, Gianluca Demartini:
Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. HCOMP 2021: 72-83 - Juntao Wang, Yang Liu, Yiling Chen:
Forecast Aggregation via Peer Prediction. HCOMP 2021: 131-142 - Yang Zhang, Lanyu Shang, Ruohan Zong, Zeng Wang, Ziyi Kou, Dong Wang:
StreamCollab: A Streaming Crowd-AI Collaborative System to Smart Urban Infrastructure Monitoring in Social Sensing. HCOMP 2021: 179-190 - Tahir Abbas, Ujwal Gadiraju, Vassilis-Javed Khan, Panos Markopoulos:
Making Time Fly: Using Fillers to Improve Perceived Latency in Crowd-Powered Conversational Systems. HCOMP 2021: 2-14 - Ankit Agrawal, Jane Cleland-Huang:
Explaining Autonomous Decisions in Swarms of Human-on-the-Loop Small Unmanned Aerial Systems. HCOMP 2021: 15-26 - Abdullah Alshaibani, Alexander J. Quinn:
Pterodactyl: Two-Step Redaction of Images for Robust Face Deidentification. HCOMP 2021: 27-34 - David Alvarez-Melis, Harmanpreet Kaur, Hal Daumé III, Hanna M. Wallach, Jennifer Wortman Vaughan:
From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence. HCOMP 2021: 35-47 - Tim Draws, Alisa Rieger, Oana Inel, Ujwal Gadiraju, Nava Tintarev:
A Checklist to Combat Cognitive Biases in Crowdsourcing. HCOMP 2021: 48-59 - Beverly Freeman, Naama Hammel, Sonia Phene, Abigail Huang, Rebecca Ackermann, Olga Kanzheleva, Miles Hutson, Caitlin Taggart, Quang Duong, Rory Sayres:
Iterative Quality Control Strategies for Expert Medical Image Labeling. HCOMP 2021: 60-71
