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Samarth Agrawal

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#natural language process... Preprint Sep 2026

Beyond Relevance: Structured Semantic Supervision for Product Search with LLM-Augmented Annotations

E-commerce search requires distinguishing products that are merely related to a query from those that directly satisfy the user's shopping intent. We augment query-product pairs with structured LLM-generated query and product attributes and human-validated relevance, explanations, and centrality judgments, and evaluate...

Girish A. Koushik, Swapnil Bhosale, Samarth Agrawal et al. · 0 citations

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