Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance

Gagan Bansal, Besmira Nushi, Ece Kamar, +3

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Artificial IntelligenceAi SystemEngineeringAi SafetyCognition +24

SQUARE: A Benchmark for Research on Computing Crowd Consensus

Aashish Sheshadri, Matthew Lease

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Cluster ComputingComputing Crowd ConsensusEngineeringMachine LearningComputational Social Science +17

Crowdsourcing Multi-Label Classification for Taxonomy Creation

Jonathan Bragg, Mausam Mausam, Daniel S. Weld

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

EngineeringMachine LearningSemantic WebText MiningNatural Language Processing +15

Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing

Andrew Mao, Ece Kamar, Yiling Chen, +4

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Volunteer Crowd WorkPublic ParticipationJournalismComputational Social ScienceCrowd Work +16

Human Evaluation of Models Built for Interpretability

Isaac Lage, Emily Chen, Jeffrey He, +4

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

The Effects of Meaningful and Meaningless Explanations on Trust and Perceived System Accuracy in Intelligent Systems

Mahsan Nourani, Samia Kabir, Sina Mohseni, +1

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Artificial IntelligenceEngineeringMachine LearningBehavioral Decision MakingTrust Management Architecture +29

Interpretable Image Recognition with Hierarchical Prototypes

Peter Hase, Chaofan Chen, Oscar Li, +1

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Image ClassificationMachine VisionImage AnalysisMachine LearningInterpretable Image Recognition +12

Output Agreement Mechanisms and Common Knowledge

Bo Waggoner, Yiling Chen

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Artificial IntelligenceNegotiationEngineeringCollective KnowledgeGame Theory +20

Why Is That Relevant? Collecting Annotator Rationales for Relevance Judgments

Tyler McDonnell, Matthew Lease, Mücahid Kutlu, +1

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

EngineeringMechanical TurkSemanticsLanguage ProcessingText Mining +17

A Checklist to Combat Cognitive Biases in Crowdsourcing

Tim Draws, Alisa Rieger, Oana Inel, +2

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Behavioral Decision MakingSuch BiasesCommunicationCombat Cognitive BiasesJournalism +17