Work

sQuIrRel: Large-Scale Evaluation of E-commerce Query Classification Models

Year: 2025
Type: conference-paper
Abstract: 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.
Institution: Amazon (Germany)
Language: English
Open Access status: gold
OpenAlex ID: W4410636348
FWCI: 2.354
Cites: 7
Cited by: 2
Related to: 10