LA-HCN: Label-based Attention for Hierarchical Multi-label Text Classification Neural Network

Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen

Abstract: Highlights•Proposed label-based attention can improve performance and provide interpretability.•Information can be shared across hierarchical layers while avoiding error propagation.•Respective document embedding is generated for local and global classification to prevent error propagation.