AI SageScribeWhy Softmax Layers Fall Short in Dynamic, Large-Scale Product Classification Problem?In the dynamic and ever-evolving world of e-commerce and digital marketplaces, machine learning models face a unique set of challenges…Dec 29, 2023
InData Science @ Ecom ExpressbyUman NiyazFocal loss for handling the issue of class imbalanceText classification is widely used in various industries to tackle business challenges by analyzing text data for valuable insights…Jun 12, 2023
InStartup StashbyMo MentdaHow Knowledge Businesses Confuse You on PurposeYou buy products from your favorite creators. What if I tell you they confuse you on purpose?Dec 26, 2023Dec 26, 2023
InWalmart Global Tech BlogbyBinwei YangSemantic Label Representation with An Application on Multimodal Product CategorizationFormulate two innovative label representations for semantically meaningful organization of product categoriesMar 1, 2022Mar 1, 2022
InANOLYTICSbyRayan PotterUtilizing Product Categorization for Organizing E-Commerce ProductsWith the advent of internet-based e-commerce stores, online shopping has become a significant part of everyday life. Pick the pack of…Oct 20, 2022Oct 20, 2022
AI SageScribeWhy Softmax Layers Fall Short in Dynamic, Large-Scale Product Classification Problem?In the dynamic and ever-evolving world of e-commerce and digital marketplaces, machine learning models face a unique set of challenges…Dec 29, 2023
InData Science @ Ecom ExpressbyUman NiyazFocal loss for handling the issue of class imbalanceText classification is widely used in various industries to tackle business challenges by analyzing text data for valuable insights…Jun 12, 2023
InStartup StashbyMo MentdaHow Knowledge Businesses Confuse You on PurposeYou buy products from your favorite creators. What if I tell you they confuse you on purpose?Dec 26, 2023
InWalmart Global Tech BlogbyBinwei YangSemantic Label Representation with An Application on Multimodal Product CategorizationFormulate two innovative label representations for semantically meaningful organization of product categoriesMar 1, 2022
InANOLYTICSbyRayan PotterUtilizing Product Categorization for Organizing E-Commerce ProductsWith the advent of internet-based e-commerce stores, online shopping has become a significant part of everyday life. Pick the pack of…Oct 20, 2022
Henrik LindströmE-commerce product categorization 101: SQARP’s best practice (2/2)This post discusses what we should be optimizing for when thinking about product categorization and offers SQARP’s best practice suggestion…Aug 10, 2022
Henrik LindströmTabulated attributes in e-commerce — and how you learn to love themWherever you go to shop online you’ll find them — the attribute tables. Across categories and countries, they’re always there. Always…Aug 31, 2022
InCODE + CONTOUR by IPSYbyShubham Kumar JainAutomating Product CategorizationContribution from Matías Marenchino and James FaghmousJul 15, 20211
