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A zero-shot prompt learning approach on fine-grained text classification

Abstract Fine-grained classification of social media texts in the military domain is crucial for public opinion analysis yet remains challenging. This is primarily due to the scarcity of high-quality annotated data, the need for deep domain knowledge, and the complexity of processing long-context do...

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Bibliografische Detailangaben
Hauptverfasser: Zirui Zhang, Lei Ge, Ruijuan Hu, Ying Wang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2026-01-01
Schriftenreihe:Scientific Reports
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Online-Zugang:https://doi.org/10.1038/s41598-025-34825-3
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