Few-shot Hierarchical Text Classification with Bidirectional Path Constraint by label weighting

Mingbao Zhang, Rui Song, Xiang Li, Adriano Tavares, Hao Xu

Abstract: Highlights•We argue that current methods neglect inter-layer information propagation.•We design label embedding matrices and feed-forward neural networks to transmit the label features.•Extensive experiments are conducted.