HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification

Benchmark Model Rank Results
hierarchical-multi-label-classification-on-new-york-times-annotated-corpusHILL#3Macro F1: 69.96Micro F1: 80.47
hierarchical-multi-label-classification-on-rcv1-v2HILL#5Macro F1: 70.12Micro F1: 87.31
hierarchical-multi-label-classification-on-wosHILL#1Macro F1: 81.77Micro F1: 87.28