Monthly Archives: December 2022

Graph Neural Networks Based Attribute Discovery For E-Commerce Taxonomy Expansion

Previous post on Attribute Discovery In Part 1 of Attribute Discovery we discussed unsupervised approaches that used Graph based Keyword and Key Phrase extraction algorithms to generate a list of candidate tokens that can be potential attributes missing from e-commerce … Continue reading

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Attribute Discovery For E-Commerce Taxonomy Expansion – Part 1 Unsupervised Graph Based Keyword Extraction

During my time at Facebook Marketplace I worked at a very esoteric problem of semi automating attribute discovery i.e. finding granular attribute values from product titles and description that are not present in the Product Attribute Taxonomy. Each category in … Continue reading

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