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TGE-PS: Text-driven Graph Embedding with Pairs Sampling.

arXiv: Artificial Intelligence, (2018)

Cited by: 0|Views53
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Abstract

In graphs with rich text information, constructing expressive graph representations requires incorporating textual information with structural information. Graph embedding models are becoming more and more popular in representing graphs, yet they are faced with two issues: sampling efficiency and text utilization. Through analyzing existi...More

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Author
Liheng Chen
Liheng Chen
Yanru Qu
Yanru Qu
Zhenghui Wang
Zhenghui Wang
Ken Chen
Ken Chen
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