Search Filter Ranking with Language-Aware Label Embeddings
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Bießmann · Companion Proceedings of the Web Conference 2022 · 2022
A search on the major eCommerce platforms returns up to thousands of relevant products making it impossible for an average customer to audit all the results. Browsing the list of relevant items can be simplified using search filters for specific requirements (e.g., shoes of the wrong size). The complete list of available filters is often overwhelming and hard to visualize. Thus, successful user interfaces desire to display only the ones relevant to customer queries.