Junran Wu

HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification

2023

Hierarchical text classification (HTC) is a challenging subtask of multi-label classification as the labels form a complex hierarchical structure. Existing dual-encoder methods in HTC achieve weak performance gains with huge memory overheads and their structure …