LA-HCN: label-based attention for hierarchical multi-label text classification neural network

• Main Authors: Zhang, Xinyi, Xu, Jiahao, Soh, Charlie, Chen, Lihui
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Deep Neural Network; Attention
• Online Access: https://hdl.handle.net/10356/160673
• Institution: Nanyang Technological University

Hierarchical multi-label text classification (HMTC) has been gaining popularity in recent years thanks to its applicability to a plethora of real-world applications. The existing HMTC algorithms largely focus on the design of classifiers, such as the local, global, or a combination of them. However,...