AutoPKG is a multi-agent LLM framework that dynamically constructs product-attribute knowledge graphs from multimodal content, reporting high WKE scores on Lazada data and GMV lifts of 3.81-7.89% in production A/B tests.
InProceedings of the Fif- teenth ACM International Conference on Web Search and Data Mining, WSDM ’22, page 1256–1265, New York, NY , USA
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AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction
AutoPKG is a multi-agent LLM framework that dynamically constructs product-attribute knowledge graphs from multimodal content, reporting high WKE scores on Lazada data and GMV lifts of 3.81-7.89% in production A/B tests.