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task ID: rumorverification

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AbstractSocial media plays a crucial role as the main resource news for information seekers online. However, the unmoderated feature of social media platforms lead to the emergence and spread of …...

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Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity

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AbstractAutomatically verifying rumorous information has become an important and challenging task in natural language processing and social media analytics. Previous studies reveal that people’s stances towards rumorous messages can provide …...

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Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations

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AbstractThe prevalent use of social media enables rapid spread of rumors on a massive scale, which leads to the emerging need of automatic rumor verification (RV). A number of previous …...

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A Progressive Framework for Role-Aware Rumor Resolution

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AbstractExisting works on rumor resolution have shown great potential in recognizing word appearance and user participation. However, they ignore the intrinsic propagation mechanisms of rumors and present poor adaptive ability …...

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