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Hierarchical Text Classification on Web-of-Science (WOS) Depth 2

0.63Macro-F1KG-HTC
0.347120.420560.4940.56744May 8, 2025

Evaluation results

MethodLinks
KG-HTCbaseline_category=Ours2025.050.63———
Z-STCbaseline_category=Strong baselines, zero-shot=true2025.050.462———
HiLAbaseline_category=Strong baselines2025.050.371———
GPT-3.5-turbobaseline_category=Weak baselines, zero-shot=true2025.050.358———