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Jun, 2018
动态路由的序列编码信息聚合
Information Aggregation via Dynamic Routing for Sequence Encoding
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Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang
TL;DR
本文提出一种聚合机制来获取具有动态路由策略的固定大小的向量表示文本序列,并通过实验结果在五个文本分类任务中展现了其优越性。
Abstract
While much progress has been made in how to encode a
text sequence
into a sequence of
vectors
, less attention has been paid to how to aggregate these preceding
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