PinnedChady DimachkieinNtropyIs Cross-Entropy All You Need? Let’s Discuss an AlternativeWe discuss a the Smooth Generalized Cross-Entropy loss function that adresses the issue of noisy labels, confidence calibration and moreJul 10, 20232Jul 10, 20232
Chady DimachkieinNtropyEfficiency and Maintainability in Named Entity Recognition: A Trie-based Knowledge Base ApproachIntroducing Knowledge-Base Named Entity Recognition (KB-NER), a simple method to boost the maintainability of existing NER modelsMay 19, 2023May 19, 2023
Chady DimachkieinNtropyMultilingual Named Entity Recognition for Financial TransactionsHow we were able to achieve the best accuracy for multilingual named entity recognition at Ntropy for financial transaction enrichmentMar 19, 2022Mar 19, 2022