This is a tool meant for tagging words with their part-of-speech, a grammatical category based on their function within a sentence, such as noun, adjective, verb, and so forth.
You can also see Java, Python, Cython, Swift, Js, C, or C++ repository.
- C# Editor
- Git
Install the latest version of Git.
In order to work on code, create a fork from GitHub page. Use Git for cloning the code to your local or below line for Ubuntu:
git clone <your-fork-git-link>
A directory called EnglishPosTagger-CS will be created. Or you can use below link for exploring the code:
git clone https://github.com/starlangsoftware/EnglishPosTagger-CS.git
To import projects from Git with version control:
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Open Rider IDE, select Get From Version Control.
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In the Import window, click URL tab and paste github URL.
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Click open as Project.
Result: The imported project is listed in the Project Explorer view and files are loaded.
From IDE
After being done with the downloading and opening project, select Build Solution option from Build menu. After compilation process, user can run EnglishPosTagger-CS.
To train the PosTagger which is used for English pos tagging
void Train(PosTaggedCorpus corpus)
To save the trained PosTagger model
void SaveModel()
To load an already trained PosTagger model
void LoadModel()
To tag a sentence, using a newly trained or loaded PosTagger model
Sentence PosTag(Sentence sentence)
3 different PosTagger models are supported: The one that is used to tag the sentences with a random tag
DummyPosTagger
the one that tags the word with the most used tag for a given word
NaivePosTagger
the one that does an Hmm based training and tags the words accordingly
HmmPosTagger