Skip to content

StarlangSoftware/EnglishPosTagger-CS

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

25 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Pos Tagging

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.

Video Lectures

For Developers

You can also see Java, Python, Cython, Swift, Js, C, or C++ repository.

Requirements

  • C# Editor
  • Git

Git

Install the latest version of Git.

Download Code

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

Open project with Rider IDE

To import projects from Git with version control:

  • Open Rider IDE, select Get From Version Control.

  • In the Import window, click URL tab and paste github URL.

  • Click open as Project.

Result: The imported project is listed in the Project Explorer view and files are loaded.

Compile

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.

Detailed Description

PosTagger

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

For Contibutors

Resources

  1. Add resources to the project directory. Do not forget to choose 'EmbeddedRecource' in 'Build Action' and 'Copy always' in 'Copy to output directory' in File Properties dialog.

C# files

  1. Do not forget to comment each function.
	/**
	* <summary>Returns the first literal's name.</summary>
	*
	* <returns>the first literal's name.</returns>
	*/
	public string Representative()
	{
		return GetSynonym().GetLiteral(0).GetName();
	}
  1. Function names should follow pascal caml case.
	public string GetLongDefinition()
  1. Write ToString methods, if necessary.
  2. Use var type as a standard type.
	public override bool Equals(object second)
	{
		var relation = (Relation) second;
  1. Use standard naming for private and protected class variables. Use _ for private and capital for protected class members.
    public class SynSet
    {
        private string _id;
		protected string Name;
  1. Use NUnit for writing test classes. Use test setup if necessary.
   public class WordNetTest
    {
        WordNet.WordNet turkish;

        [SetUp]
        public void Setup()
        {
            turkish = new WordNet.WordNet();
        }

        [Test]
        public void TestSynSetList()
        {
            var literalCount = 0;
            foreach (var synSet in turkish.SynSetList()){
                literalCount += synSet.GetSynonym().LiteralSize();
            }
            Assert.AreEqual(110259, literalCount);
        }

About

English Pos Tagger Implementations

Topics

Resources

License

Code of conduct

Stars

Watchers

Forks

Packages

 
 
 

Contributors

Languages