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现代图书情报技术  2009, Vol. 25 Issue (7-8): 54-58     https://doi.org/10.11925/infotech.1003-3513.2009.07-08.11
  知识组织与知识管理 本期目录 | 过刊浏览 | 高级检索 |
利用知网扩展内部-外部算法
石晶    张丽娟
(长春工业大学计算机科学与工程学院 长春 130012)
Extending Inside-outside Algorithm by Using HowNet
Shi Jing   Zhang Lijuan
(College of Computer Science and Engineering, Changchun University of Technology, Changchun 130012,China)
全文: PDF (500 KB)  
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摘要 

提出结合知网的知识对内部-外部算法予以扩展,并利用扩展的内部-外部算法实现汉语的语义依存分析。实验结果表明,扩展的内部-外部算法克服原有算法的诸多弊病,包括训练代价昂贵、局部极值问题以及与语言学家的分析结果不符等。

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石晶
张丽娟
关键词 内部-外部算法语义的依存分析无指导学习    
Abstract

This paper presents an extending inside-outside algorithm by combining the knowledge of HowNet. And then the extending algorithm is used for Chinese semantic analysis. The experiments show the extending inside-outside algorithm can overcome the shortcomings of the original one, such as high training costs, local extremum and unsatisfactory similarity to the results given by linguists.

Key wordsInside-outside algorithm    Semantic dependency analysis    Unsupervised learning
收稿日期: 2009-04-07      出版日期: 2009-08-25
: 

TP301

 
通讯作者: 石晶     E-mail: crystal1087@126.com
作者简介: 石晶,张丽娟
引用本文:   
石晶,张丽娟. 利用知网扩展内部-外部算法[J]. 现代图书情报技术, 2009, 25(7-8): 54-58.
Shi Jing,Zhang Lijuan. Extending Inside-outside Algorithm by Using HowNet. New Technology of Library and Information Service, 2009, 25(7-8): 54-58.
链接本文:  
https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.1003-3513.2009.07-08.11      或      https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/Y2009/V25/I7-8/54

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