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A weighted difference loss approach for enhancing multi-label classification

Abstract Conventional multi-label classification methods often fail to capture the dynamic relationships and relative intensity shifts between labels, treating them as independent entities. This limitation is particularly detrimental in tasks like sentiment analysis where emotions co-occur in nuance...

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Váldodahkkit: Qiong Hu, Masrah Azrifah Azmi Murad, Azreen Bin Azman, Nurul Amelina Nasharuddin
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Nature Portfolio 2025-07-01
Ráidu:Scientific Reports
Fáttát:
Liŋkkat:https://doi.org/10.1038/s41598-025-09883-2
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