<ul><li>Short-video platforms have gained immense popularity, captivating the interest of millions, if not billions, of users globally.</li><li>Researchers propose a new Short-video Propagation Influence Rating (SPIR) task and introduce a new Cross-platform Short-Video (XS-Video) dataset.</li><li>The XS-Video dataset includes 117,720 videos, 381,926 samples, and 535 topics across 5 biggest Chinese platforms, annotated with the propagation influence from level 0 to 9.</li><li>They also propose a Large Graph Model (LGM) named NetGPT to predict the long-term propagation influence of short-videos.</li></ul>

Short-video Propagation Influence Rating: A New Real-world Dataset and A New Large Graph Model

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