Search Results for author: Yanghuidi Cheng

Found 3 papers, 0 papers with code

Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables

no code implementations28 Jul 2022 Kenneth Holstein, Maria De-Arteaga, Lakshmi Tumati, Yanghuidi Cheng

Our findings indicate that presenting prompts about unobservables can change how humans integrate model outputs and unobservables, but do not necessarily lead to improved performance.

Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge

no code implementations30 Aug 2023 Anna Kawakami, Luke Guerdan, Yanghuidi Cheng, Matthew Lee, Scott Carter, Nikos Arechiga, Kate Glazko, Haiyi Zhu, Kenneth Holstein

A growing body of research has explored how to support humans in making better use of AI-based decision support, including via training and onboarding.

Decision Making

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