Meghana Missula

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads

A lightweight quality gate identifies coverage gaps in initial keyword results, adaptively routing only the ∼ 10% of users who benefit from semantic prospecting to the LLM path, and captures the bulk of semantic prospecting gains in Relevance Score while maintaining competitive retargeting performance at a 90% reductio...