Multiple projection heads, each trained with SupCon on a different label or hierarchy level, improve accuracy in hierarchical and multi-label classification, especially with few training samples.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Multi-level Supervised Contrastive Learning
Multiple projection heads, each trained with SupCon on a different label or hierarchy level, improve accuracy in hierarchical and multi-label classification, especially with few training samples.