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 more23 min read·Jul 10, 2023--2--2
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 models18 min read·May 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 enrichment16 min read·Mar 19, 2022----