NLP那些事

nlp.md

• Ltp: Language Technology Platform
• 分词：CRF++
• SVM训练：svmtools
• NER（Named Entity Recognition, 命名实体识别）: Maximum Entropy Modeling Toolkit for Python and C++
• treat
• stanford-core-nlp
  • http://nlp.stanford.edu/software/index.shtml
  • http://www-nlp.stanford.edu/nlp/javadoc/javanlp/
  • http://www.computing.dcu.ie/~acahill/tagset.html
  • http://nlp.stanford.edu/software/dependencies_manual.pdf
  • http://www-nlp.stanford.edu/nlp/javadoc/javanlp/edu/stanford/nlp/trees/semgraph/SemanticGraph.html
• open-nlp
• LingPipe
• brat rapid annotation tool
• The CLEF Initiative
• Text REtrieval Conference (TREC)
• Research on Advanced Natural Language Processing and Text Mining: aNT
• SHOGUN is a large scale machine learning toolbox with focus on especially Support Vector Machines (SVM).
• Encog Machine Learning Framework: Machine learning algorithms such as Support Vector Machines, Artificial Neural Networks, Genetic Programming, Bayesian Networks, Hidden Markov Models and Genetic Algorithms are supported.
• SHARK is a fast, modular, feature-rich open-source C++ machine learning library