Software Listing of Author : "Zhongkai Fu"

  • CRF#
  • License: Freeware
  • Price: 0.00

CRF# was specially developed as an Open Source .NET version of Conditional Random Fields, a machine learning algorithm for learning from a labeled sequences of examples.

CRF# is widely used in Natural Language Process (NLP) tasks, for example: word breaker, postagging, named entity recognized and so on.

CRF#'s mainly algorithm is the same as CRF++. In fact, it not only ports CRF++'s main algorithm from C++ to C#, but also optimized memory usage to fix CRF++ memory abuse problem during encoding.

Currently, when training corpus, compared with CRF++, CRF# only uses very low memory, and memory growth is very smooth and slow while the amount of training corpus and tags increase.


  • Platform: WinOther

WordSegment is built as a project built in C# that acts as a word segment module.

It is used to segment text into tokens according its context and semantic. The segment uses front-maximum matching and CRF algorithms to split text.

In addition, the module also recognizes some types of name entities, such as ORG, PER, LOC and so on.


  • Platform: WinOther
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