ZooWork-ShopRanker: An Open, Preference-Aligned E-Commerce Reranker

Siqiao Xue, Shuxuan Liu, Ning Hu

Open rerankers trained for general web retrieval transfer imperfectly to e-commerce, where ranking decisions depend not only on topical relevance but also on user preferences, prod…