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Graph convolutional network with reinforced dependency graph and denoising mechanism for sarcasm detection

Abstract The widespread presence of sarcasm in social media presents significant challenges to sentiment analysis and public opinion monitoring, making accurate sarcasm detection particularly important. Recently, studies have found that graph-based methods can effectively overcome the limitations of...

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Bibliografiske detaljer
Principais autores: Pingping Yan, Tianbo An, Jiaxuan Yu, Jinjin An, Daqun Tong, Jingrui Wang
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-10-01
Serier:Scientific Reports
Online adgang:https://doi.org/10.1038/s41598-025-18849-3
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