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Constituency TreeBank

A treebank is a corpus where the sentences in each language are syntactically (if necessary morphologically) annotated. In the treebanks, the syntactic annotation usually follows constituent and/or dependency structure.

Treebanks annotated for the syntactic or semantic structures of the sentences are essential for developing state-of-the-art statistical natural language processing (NLP) systems including part-of-speech-taggers, syntactic parsers, and machine translation systems. There are two main groups of syntactic treebanks, namely treebanks annotated for constituency (phrase structure) and the ones that are annotated for dependency structure.

Data Format

We extend the original format with the relevant information, given between curly braces. For example, the word 'problem' in a sentence in the standard Penn Treebank notation, may be represented in the data format provided below:

(NN problem)

After all levels of processing are finished, the data structure stored for the same word has the following form in the system.

(NN {turkish=sorunu} {english=problem} 
{morphologicalAnalysis=sorun+NOUN+A3SG+PNON+ACC}
{metaMorphemes=sorun+yH}
{semantics=TUR10-0703650})

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; '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.

Annotated TreeBanks

Penn-Treebank (15 Words)

Penn-Treebank (20 Words)

Video Lectures

For Developers

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For Contibutors

composer.json file

1. autoload is important when this package will be imported.

2. Dependencies should be maximum (not only direct but also indirect references should also be given), everything directly in the code should be given here.

Data files

1. Add data files to the project folder. Subprojects should include all data files of the parent projects.

Php files

1. Do not forget to comment each function.

2. Function names should follow caml case.

3. Write getter and setter methods.

4. Use standard javascript test style by extending the TestCase class. Use setup when necessary.

5. Enumerated types should be declared with enum.

6. If there are multiple constructors for a class, define them as constructor1, constructor2, ..., then from the original constructor call these methods.

7. Use __toString method if necessary to create strings from objects.

8. Use xmlparser package for parsing xml files.