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  • NLP常用开源/免费工具

    NLP常用开源/免费工具 - loveyakamoz - 博客园

    NLP常用开源/免费工具

    一些常见的NLP任务的开源/免费工具,

    *Computational Linguistics Toolbox
    CLT http://complingone.georgetown.edu/~linguist/compling.html
    GATE http://gate.ac.uk/
    Natural Language Toolkit(NLTK) http://nltk.org
    MALLET http://mallet.cs.umass.edu/index.php/Main_Page

    *English Stemmer
    Snowball http://snowball.tartarus.org/

    *English POS Tagger
    Stanford POS Tagger http://nlp.stanford.edu/software/tagger.shtml
    TreeTagger http://www.ims.uni-stuttgart.de/projekte/corplex/TreeTagger/

    *English Parser
    Stanford Parser http://nlp.stanford.edu/software/lex-parser.shtml
    Berkeley Parser http://nlp.cs.berkeley.edu/Main.html#Parsing


    *English Keyphrase Extractor
    KEA http://www.nzdl.org/Kea/index_old.html


    *English Name Entity Recognizer
    Stanford NER http://nlp.stanford.edu/software/CRF-NER.shtml

    *Chinese Word Segmentator
    中科院ICTCLAS http://www.nlp.org.cn/project/project.php?proj_id=6
    Stanford Word Segmenter http://nlp.stanford.edu/software/segmenter.shtml

    *Topic Modeling Tools
    Matlab http://psiexp.ss.uci.edu/research/programs_data/toolbox.htm

    *Machine Learning Methods
    CRF++ http://crfpp.sourceforge.net/
    LIBSVM http://www.csie.ntu.edu.tw/~cjlin/libsvm/

    *Search Engines
    Lucene http://lucene.apache.org/
    中科院FirteX http://www.firtex.org/

    *Data Mining Toolbox
    Weka http://www.cs.waikato.ac.nz/ml/weka/
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  • 原文地址:https://www.cnblogs.com/lexus/p/2756796.html
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