Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition

Yilun Zhu, Nikhita Vedula, Shervin Malmasi

Search queries with superlatives (e.g., best, most popular) require comparing candidates across multiple dimensions, demanding linguistic understanding and domain knowledge. We sho…