2 papers
cs.CL2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs
Soham Satyadharma, Fatemeh Sheikholeslami, Swati Kaul +2
We introduce a novel, training free cascade for auto-prompting Large Language Models (LLMs) to assess product quality in e-commerce. Our system requires no training labels or model…
cs.IR2023
SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs
Athanasios N. Nikolakopoulos, Swati Kaul, Siva Karthik Gade +3
We introduce SAGE; a Generative LLM for inferring attribute values for products across world-wide e-Commerce catalogs. We introduce a novel formulation of the attribute-value predi…