Search Results for author: Ariel Levy

Found 2 papers, 1 papers with code

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative

no code implementations8 Mar 2021 Ariel Levy, Monica Agrawal, Arvind Satyanarayan, David Sontag

Automated decision support can accelerate tedious tasks as users can focus their attention where it is needed most.

Decision Making Human-Computer Interaction

Robust Benchmarking for Machine Learning of Clinical Entity Extraction

1 code implementation31 Jul 2020 Monica Agrawal, Chloe O'Connell, Yasmin Fatemi, Ariel Levy, David Sontag

We reformulate the annotation framework for clinical entity extraction to factor in these issues to allow for robust end-to-end system benchmarking.

Benchmarking BIG-bench Machine Learning +1

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