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cs.IR2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding
Haiyang Yang, Qinye Xie, Qingheng Zhang +7
Structured representation of product information is a major bottleneck for the efficiency of e-commerce platforms, especially in second-hand ecommerce platforms. Currently, most pr…
cs.IR2025
IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
Wenhao Wu, Xiaojie Li, Lin Wang +8
Most recommendation systems typically follow a product-based paradigm utilizing user-product interactions to identify the most engaging items for users. However, this product-based…
cs.IR2024★ 1 cited
Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation
Jianyu Guan, Zongming Yin, Tianyi Zhang +5
In recent years, the recommendation content on e-commerce platforms has become increasingly rich -- a single user feed may contain multiple entities, such as selling products, shor…