项目作者: indiejoseph

项目描述 :
Hierarchical Attention Networks for Chinese Sentiment Classification
高级语言: Jupyter Notebook
项目地址: git://github.com/indiejoseph/doc-han-att.git
创建时间: 2017-07-03T16:43:42Z
项目社区:https://github.com/indiejoseph/doc-han-att

开源协议:

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Hierarchical Attention Networks for Chinese Sentiment Classification

This is HAN version of sentiment classification, with pre-trained character-level embedding, and used RAN instead of GRU.

Dataset

Downloaded from internet but i forget where is it ;p, the original dataset is in Simplified Chinese, i used opencc translated it into Traditional Chinese.
After 100 epochs, the valid accuracy achieved 96.31%

Requirement

Tensorflow r1.1+

Attention Heatmap

attention heatmap