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Dec, 2018
基于动态路由的关注胶囊网络用于关系提取
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
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Ningyu Zhang, Shumin Deng, Zhanlin Sun, Xi Chen, Wei Zhang...
TL;DR
本研究提出了一种基于胶囊网络和注意力机制的神经网络方法，用于关系提取的多实例多标签学习，实验结果表明该方法显著提高了关系提取的精度，尤其是多实体关系提取。
Abstract
A capsule is a group of neurons, whose activity vector represents the instantiation parameters of a specific type of entity. In this paper, we explore the
capsule networks
used for
relation extraction
in a multi-
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