Hybrid embedding-based text representation for hierarchical multi-label text classification

作者：

Highlights：

• A hybrid embedding-based hierarchical multi-label text classification (HMTC).

• A level-by-level local HMTC integrating Bi-GRU model with hybrid embedding.

• Extensive experiments were made for illustrating the performance of our method.

摘要

•A hybrid embedding-based hierarchical multi-label text classification (HMTC).•A level-by-level local HMTC integrating Bi-GRU model with hybrid embedding.•Extensive experiments were made for illustrating the performance of our method.

论文关键词：Hierarchical classification,Text classification,Multi-label classification,Graph embedding,Hybrid embedding

论文评审过程：Received 28 July 2020, Revised 28 June 2021, Accepted 10 September 2021, Available online 20 September 2021, Version of Record 21 September 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115905