Hierarchical Query Classification in E-commerce Search

arXiv:2403.06021v1 Announce Type: cross
Abstract: E-commerce platforms typically store and structure product information and search data in a hierarchy. Efficiently categorizing user search queries into a similar hierarchical structure is paramount in enhancing user experience on e-commerce platforms as well as news curation and academic research. The significance of this task is amplified when dealing with sensitive query categorization or critical information dissemination, where inaccuracies can lead to considerable negative impacts. The inherent complexity of hierarchical query classification is compounded …

abstract academic academic research arxiv classification commerce cs.ir cs.lg curation data e-commerce e-commerce platforms experience hierarchical information platforms product queries query research search significance store type