This resource allows for matching of Turkish words or expressions with their corresponding entries within the Turkish dictionary, the Turkish PropBank TRopBank, morphological analysis, named entity recognition, word senses from Turkish WordNet KeNet, shallow parsing, and universal dependency relation.

The structure of a sample annotated word is as follows:

{turkish=Gelir}
{morphologicalAnalysis=gelir+NOUN+A3SG+PNON+NOM}
{metaMorphemes=gelir}
{semantics=TUR10-0289950}
{namedEntity=NONE}
{propbank=ARG0$TUR10-0798130}
{shallowParse=ÖZNE}
{universalDependency=10$NSUBJ}

As is self-explanatory, 'turkish' tag shows the original Turkish word; 'morphologicalAnalysis' tag shows the correct morphological parse of that word; 'semantics' tag shows the ID of the correct sense of that word; 'namedEntity' tag shows the named entity tag of that word; 'shallowParse' tag shows the semantic role of that word; 'universalDependency' tag shows the index of the head word and the universal dependency for this word; 'propbank' tag shows the semantic role of that word for the verb synset id (frame id in the frame file) which is also given in that tag.

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 AnnotatedSentence-CS will be created. Or you can use below link for exploring the code:

git clone https://github.com/starlangsoftware/AnnotatedSentence-CS.git

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.

From IDE

After being done with the downloading and opening project, select Build Solution option from Build menu. After compilation process, user can run AnnotatedSentence-CS.

• AnnotatedCorpus
• AnnotatedSentence
• AnnotatedWord

To load the annotated corpus:

AnnotatedCorpus(string folder, string pattern)
a = new AnnotatedCorpus("/Turkish-Phrase", ".train")

AnnotatedCorpus(string folder)
a = new AnnotatedCorpus("/Turkish-Phrase")

To access all the sentences in a AnnotatedCorpus:

for (int i = 0; i < a.SentenceCount(); i++){
	AnnotatedSentence annotatedSentence = (AnnotatedSentence) a.GetSentence(i);
	....
}

To access all the words in a AnnotatedSentence:

for (int j = 0; j < annotatedSentence.WordCount(); j++){
	AnnotatedWord annotatedWord = (AnnotatedWord) annotatedSentence.GetWord(j);
	...
}

An annotated word is kept in AnnotatedWord class. To access the morphological analysis of the annotated word:

MorphologicalParse GetParse()

Meaning of the annotated word:

String GetSemantic()

NER annotation of the annotated word:

NamedEntityType GetNamedEntityType()

Shallow parse tag of the annotated word (e.g., subject, indirect object):

String GetShallowParse()

Dependency annotation of the annotated word:

UniversalDependencyRelation GetUniversalDependency()

@INPROCEEDINGS{8374369,
author={O. T. {Yıldız} and K. {Ak} and G. {Ercan} and O. {Topsakal} and C. {Asmazoğlu}},
booktitle={2018 2nd International Conference on Natural Language and Speech Processing (ICNLSP)}, 
title={A multilayer annotated corpus for Turkish}, 
year={2018},
volume={},
number={},
pages={1-6},
doi={10.1109/ICNLSP.2018.8374369}}

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.

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();
	}

2. Function names should follow pascal caml case.

	public string GetLongDefinition()

3. Write ToString methods, if necessary.
4. Use var type as a standard type.

	public override bool Equals(object second)
	{
		var relation = (Relation) second;

5. 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;

6. 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);
        }