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Ming-Xuan Ju

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#artificial intelligence Book Open access Oct 2026

LLM-based User-Product Relevance Evaluation for Dynamic Product Advertising

Dynamic Product Advertising (DPA) retrieval systems are a core component of modern e-commerce advertising; however, their evaluation remains challenging. Conventional offline engagement metrics are limited by sparse, biased feedback, while online evaluation is costly and time-consuming. In this work, we propose a user–...

Wen Zhang, Xiao Bai, Hsiang-Wei Chao et al. · 0 citations

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