sQuIrRel: Large-Scale Evaluation of E-commerce Query Classification Models
Anna Tigunova, Ghadir Eraisha, Ezgi Akcora · 2025
Query-to-Product Type (Q2PT) is a crucial e-commerce query understanding signal, which directly influences search results relevance and customer UX experience. This imposes high standards on the industrial Q2PT classification models, which have to be regularly monitored for quality among all predicted product types and use cases at scale.