2 papers
cs.CL2023
MDACE: MIMIC Documents Annotated with Code Evidence
Hua Cheng, Rana Jafari, April Russell +4
We introduce a dataset for evidence/rationale extraction on an extreme multi-label classification task over long medical documents. One such task is Computer-Assisted Coding (CAC)…
cs.CL2020
Posterior Calibrated Training on Sentence Classification Tasks
Taehee Jung, Dongyeop Kang, Hua Cheng +2
Most classification models work by first predicting a posterior probability distribution over all classes and then selecting that class with the largest estimated probability. In m…