Ronald Dean Williams

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction

Multi-label text classification (MLTC) tasks in the medical domain often face the long-tail label distribution problem. Prior works have explored hierarchical label structures to find relevant information for few-shot classes, but mostly neglected to incorporate external knowledge from medical guide…