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Neural Network Readers

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# Readers
![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)  
#### Neural Network Readers for Machine Reading Comprehension  
### Related Works
This project reproduces four paper about neural network readers  
- [Iterative Alternating Neural Attention for Machine Reading](https://arxiv.org/abs/1606.02245)
- [Seareaders](http://cn.arxiv.org/abs/1802.10279)
- [Towards Neural Network-based Reasoning](https://arxiv.org/abs/1508.05508)
- [Gated Self-Matching Networks for Reading Comprehension and Question Answering](http://www.aclweb.org/anthology/P17-1018)

### Result
#### Dataset  
Chinese college entrance examination history choice question  
  
  
|          | IterativeReader | SeaReader | NNReader | Self-MatchingReader| State-of-art Method|
| -------- |:---------------:|:---------:|:--------:|:------------------:|:------------------:|
| Accuracy |      54.0%      |   48.9%   |   43.7%  |        46.1%       |         46.3%      |

### Author
|Author|Jiarun Cao
|---|---
|Advisor|Prof.JunZhao
|E-mail|Jiaruncao.china@Gmail.com
|Address|NLPR@Chinese Academic of Science

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