# doc-han-att

**Repository Path**: EastMa/doc-han-att

## Basic Information

- **Project Name**: doc-han-att
- **Description**: Hierarchical Attention Networks for Chinese Sentiment Classification
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-03-11
- **Last Updated**: 2020-12-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

Hierarchical Attention Networks for Chinese Sentiment Classification
====================================================

This is [HAN](http://www.aclweb.org/anthology/N16-1174) version of sentiment classification, with pre-trained [character-level embedding](https://github.com/indiejoseph/chinese-char-rnn), and used [RAN](https://github.com/indiejoseph/tf-ran-cell) 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](/attention.png)