目录

Recap Sentiment Analysis Proposal S1.Weight sharing Naive version Weight share S2.Consistent memory Unfolded model Formulation Overall Diagram One more thing How to Train?

Recap

Sentiment Analysis

Proposal

Long sentence

100 + words too much parameters[\(w_N,b_N\)]

No context information

consistent tensor

S1.Weight sharing

类似于卷积的卷积核，卷积视野，权重分享

Naive version

Weight share

权重分享

S2.Consistent memory

需要一个东西存储语境，也就是每个单词的语境信息

不断地对语境信息进行堆叠得到h5，直接使用h5作为判断标准

Unfolded model

在时间轴上折叠，不断地更新h

Formulation

通过激活函数tanh不断地叠加上个时间戳的信息

Overall Diagram

全览分解图

One more thing

How to Train?

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