https://github.com/yangzhiye/NLPCC2017-task3

NLPCC 2017 task3 article text summary
https://github.com/yangzhiye/NLPCC2017-task3

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NLPCC 2017 task3 article text summary

• Host: GitHub
• URL: https://github.com/yangzhiye/NLPCC2017-task3
• Owner: yangzhiye
• License: apache-2.0
• Created: 2017-05-01T13:36:13.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-07-25T05:11:04.000Z (over 7 years ago)
• Last Synced: 2024-11-03T06:33:00.681Z (6 months ago)
• Language: Python
• Homepage: http://tcci.ccf.org.cn/conference/2017/taskdata.php
• Size: 25.4 KB
• Stars: 21
• Watchers: 2
• Forks: 9
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# NLPCC 2017 task3

## 论文调研

[地址](https://github.com/yangzhiye/Papers-For-Graduation-project)

## 基础方法

### 提取关键词/句子法计算文本摘要

#### tfidf提取关键词计算文本摘要 [论文地址](http://www.di.ubi.pt/~jpaulo/competence/general/(1958)Luhn.pdf)

#### 结果

![](https://github.com/yangzhiye/ImageCache/blob/master/NLPCC%20task3/nlpcc_tfidf_k25.png)

#### textrank提取关键词/句方法计算文本摘要 [论文地址](http://www.aclweb.org/anthology/W/W04/W04-3252.pdf)

#### 结果

![](https://github.com/yangzhiye/ImageCache/blob/master/NLPCC%20task3/nlpcc_textrank.png)

## 评价指标

1.ROUGE1&2 ROUGE SU4 R&F(ROUGE.py) [论文地址](http://www.aclweb.org/anthology/W04-1013)

## 最终结果

![](https://github.com/yangzhiye/ImageCache/blob/master/NLPCC%20task3/nlpcc.png)

排名5/9。。溜了溜了。。实习去了。。明年再战。。。