Hierarchical contrastive learning for multi-label text classification

Abstract Multi-label text classification presents a significant challenge within the field of text classification, particularly due to the hierarchical nature of labels, where labels are organized in a tree-like structure that captures parent-child and sibling relationships. This hierarchy reflects...

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Bibliographic Details
Main Authors: Wei Zhang, Yun Jiang, Yun Fang, Shuai Pan
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-97597-w
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