Multi-label NLP: An Analysis of Class Imbalance and Loss Function...

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2024-08-20 16:41:19 -

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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.

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