“Nlp tool”版本间的差异

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* The Dragon Toolkit[http://dragon.ischool.drexel.edu/]
 
* The Dragon Toolkit[http://dragon.ischool.drexel.edu/]
 
:* The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling).
 
:* The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling).
 +
* RainbowNLP[https://github.com/ehsane/rainbownlp]
 +
:*RainbowNLP is a framework for various natural language processing tasks including: supervised name entity recognition and relationship extraction.’ 供命名实体识别和关系抽取有需要的朋友参考
 
=word2vec=
 
=word2vec=
 
* word2vec tool
 
* word2vec tool

2014年12月25日 (四) 05:34的最后版本

Nlp tool

  • Text Analysis Online[1]
  • 提供了一个在线的测试环境。目前提供NLTK(内含斯坦福NLP),TextBlob, MBSP, Pattern, PyTeaser, LangId和中文分词等多种工具
  • LTP 哈工大开源处理工具[2][3]
  • c/c++编写
  • 标记化、句子分割、词性标注、固有实体提取(指在句子中辨认出专有名词,例如:人名)、浅层分析(句字分块)、语法分析及指代
  • 最近有更新,采用java
  • stanford nlp[7]
  • 部分功能支持中文,可以自己训练
  • 可以用作学习,python
  • 中文分词;词性标注;命名实体识别;用户词典功能;支持GBK编码、UTF8编码、BIG5编码。新增微博分词、新词发现与关键词提取
  • lingpipe 是alias公司开发的一款自然语言处理软件包,包括主题分类、句题检测、字符语言建模等十余个模块。而且文档完整,甚至每一个算法都有论文参考。更难能可贵的是它支持中文。官方地址:http://alias-i.com/lingpipe/ 下载地址:http://alias-i.com/lingpipe/web/download.html LingPipe分为两个大块,一块是LingPipe核心文件,另外一块是LingPipe的模型类。需要支持中文的话需要下载Chinese Word Segmentation模块
  • The Dragon Toolkit[12]
  • The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling).
  • RainbowNLP is a framework for various natural language processing tasks including: supervised name entity recognition and relationship extraction.’ 供命名实体识别和关系抽取有需要的朋友参考

word2vec

  • word2vec tool
  • word vector tool for text classification, text clustering or information retrieval[14]
  • google word2ve[15]
  • document vector[16]
  •  genSim[17] new function
  • Deep Learning for Java[18]