Learning label smoothing for text classification
Training with soft labels instead of hard labels can effectively improve the robustness and generalization of deep learning models. Label smoothing often provides uniformly distributed soft labels during the training process, whereas it does not take the semantic difference of labels into account. T...
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| Glavni autori: | , , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
PeerJ Inc.
2024-04-01
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| Serija: | PeerJ Computer Science |
| Teme: | |
| Online pristup: | https://peerj.com/articles/cs-2005.pdf |
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