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Contrastive Learning for Implicit Social Factors in Social Media Popularity Pred ...
On social media sharing platforms, some posts are inherently destined for popularity. Therefore, understanding the reasons behind this phenomenon and predicting popularity before post publication holds significant practical valu ... Read More >
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Unmasking the Enigma of Social Media Popularity: Exploring Semantic Inconsistenc ...
Abstract: The prediction of social media popularity (SMP) poses a significant challenge due to the integration of diverse modalities. While pre-trained vision-language models (VLMs) such as CLIP have gained substantial popularit ... Read More >
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Revisiting Vision-Language Features Adaptation and Inconsistency for Social Medi ...
Social media popularity (SMP) prediction is a complex task involving multi-modal data integration. While pre-trained vision-language models (VLMs) like CLIP have been widely adopted for this task, their effectiveness in capturin ... Read More >
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Sequential Prediction of Social Media Popularity with Deep Temporal Context Netw ...
Prediction of popularity has profound impact for social media, since it offers opportunities to reveal individual preference and public attention from evolutionary social systems. Previous research, although achieves promising r ... Read More >
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Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity
Modeling and predicting the popularity of online content is a significant problem for the practice of information dissemination, advertising, and consumption. Recent work analyzing massive datasets advances our understanding of ... Read More >