Weifeng Chong

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism

The ICD coding task aims at assigning codes of the International Classification of Diseases in clinical notes. Since manual coding is very laborious and prone to errors, many methods have been proposed for the automatic ICD coding task. However, existing works either ignore the long-tail of code fre…