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adebimpe_adetomiwa
shared a link
2024-08-20 16:41:19
·
https://www.kdnuggets.com/2023/03/multilabel-nlp-analysis-class-imbalance-loss-function-approaches.html
https://www.kdnuggets.com/2023/03/multilabel-nlp-analysis-class-imbalance-loss-function-approaches.html
WWW.KDNUGGETS.COM
Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches - KDnuggets
In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.