Harmonized system code prediction of import and export commodities based on Hybrid Convolutional Neural Network with Auxiliary Network

Chengjie Zhou, Chao Che, Xi Sheryl Zhang, Qiang Zhang, Dongsheng Zhou

Abstract: Highlights•Introduction of hybrid network for the classification problem of customs commodity.•Presentation of shallow structured convolutional to reduce the semantic fusion.•Designing Auxiliary Network to find distinguishing elements to aid classification.•Achieving compelling results on real customs data.