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Jun, 2022
图注意力架构的鸟瞰教程
A Bird's-Eye Tutorial of Graph Attention Architectures
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Kaustubh D. Dhole, Carl Yang
TL;DR
本文系统而集中地介绍了基于注意力机制的图神经网络在自然语言处理、计算机视觉和推荐系统等领域的应用,以及它们的优缺点。
Abstract
graph neural networks
(GNNs) have shown tremendous strides in performance for graph-structured problems especially in the domains of
natural language processing
,
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