3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CL2022
The NLP Sandbox: an efficient model-to-data system to enable federated and unbiased evaluation of clinical NLP models
Yao Yan, Thomas Yu, Kathleen Muenzen +14
Objective The evaluation of natural language processing (NLP) models for clinical text de-identification relies on the availability of clinical notes, which is often restricted due…
stat.AP2016★ 3 cited
Reducing overfitting in challenge-based competitions
Elias Chaibub Neto, Bruce R Hoff, Chris Bare +10
Over-fitting is a dreaded foe in challenge-based competitions. Because participants rely on public leaderboards to evaluate and refine their models, there is always the danger they…