Author

Rong Xiao

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Preprint Sep 2026

SAM-D2Q: Aligning Multimodal Doc2Query with Search Demand and Conversion for E-commerce

E-commerce search often suffers from vocabulary mismatch between user queries and merchant-authored product titles, since short titles cannot fully cover diverse user expressions or visual product attributes. Although Doc2Query alleviates this issue by generating pseudo-queries for document expansion, traditional metho...

Hui Zhou, Jianhui Ji, Lei Ma et al. · 0 citations

Preprint Sep 2026

EAGER: Enrich-and-Align Generative Query Recommendation from Clicked Items in E-commerce Search

This work proposes EAGER (Enrich-and-AliGn gEnerative Query Recommendation), a two-stage framework for generating query suggestions from clicked items that has been deployed in production at a major e-commerce platform.

Shu-Wei Yuan, Mingyu Ding, Lu-Xin Liu et al. · 0 citations