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08/22/2023
Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection
The rapid entry of machine learning approaches in our daily activities a...
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05/22/2023
Adversarial Nibbler: A Data-Centric Challenge for Improving the Safety of Text-to-Image Models
The generative AI revolution in recent years has been spurred by an expa...
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01/15/2021
Operationalizing Framing to Support MultiperspectiveRecommendations of Opinion Pieces
Diversity in personalized news recommender systems is often defined as d...
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05/01/2020
Eliciting User Preferences for Personalized Explanations for Video Summaries
Video summaries or highlights are a compelling alternative for exploring...
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02/25/2019
A Survey of Crowdsourcing in Medical Image Analysis
Rapid advances in image processing capabilities have been seen across ma...
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09/24/2018
Empirical Methodology for Crowdsourcing Ground Truth
The process of gathering ground truth data through human annotation is a...
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08/18/2018