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Qwen TextCNN and BERT models for enhanced multilabel news classification in mobile apps

Abstract Mobile news classification systems face significant challenges due to their large scale and complexity. In this paper, we perform a comprehensive comparative study between traditional classification models, such as TextCNN and BERT based models and Large Language Models (LLMs), for the purp...

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Bibliografische Detailangaben
Hauptverfasser: Dawei Yuan, Guojun Liang, Bin Liu, Suping Liu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-12-01
Schriftenreihe:Scientific Reports
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Online-Zugang:https://doi.org/10.1038/s41598-025-27497-6
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