Annotated Sentence Processing Library

This resource allows for matching of Turkish words or expressions with their corresponding entries within the Turkish dictionary and the Turkish PropBank, morphological analysis, named entity recognition and shallow parsing.

Data Format

The structure of a sample annotated word is as follows:

{turkish=yatırımcılar}
{analysis=yatırımcı+NOUN+A3PL+PNON+NOM}
{semantics=0841060}
{namedEntity=NONE}
{shallowParse=ÖZNE}
{propbank=ARG0:0006410}

As is self-explanatory, 'turkish' tag shows the original Turkish word; 'analysis' 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; '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.

Cite

If you use this resource on your research, please cite the following paper:

@INPROCEEDINGS{yildiz18, 
	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}, 
	pages={1-6}
}

@article{acikgoz,
	title={All-words word sense disambiguation for {T}urkish},
	author={O. Açıkg{\"o}z and A. T. G{\"u}rkan and B. Ertopçu and O. Topsakal and B. {\"O}zenç and A. B. Kanburoğlu and {\.{I}}. Çam and B. Avar and G. Ercan and O. T. Y{\i}ld{\i}z},
	journal={2017 International Conference on Computer Science and Engineering (UBMK)},
	year={2017},
	pages={490-495}
}

@inproceedings{ertopcu17,  
	author={B. {Ertopçu} and A. B. {Kanburoğlu} and O. {Topsakal} and O. {Açıkgöz} and A. T. {Gürkan} and B. {Özenç} and İ. {Çam} and B. {Avar} and G. {Ercan} and O. T. {Yıldız}},  
	booktitle={2017 International Conference on Computer Science and Engineering (UBMK)},  title={A new approach for named entity recognition},   
	year={2017},  
	pages={474-479}
}

@INPROCEEDINGS{topsakal17,
	author={O. {Topsakal} and O. {Açıkgöz} and A. T. {Gürkan} and A. B. {Kanburoğlu} and B. {Ertopçu} and B. {Özenç} and İ. {Çam} and B. {Avar} and G. {Ercan} and O. T. {Yıldız}}, 
	booktitle={2017 International Conference on Computer Science and Engineering (UBMK)}, 
	title={Shallow parsing in Turkish}, 
	year={2017}, 
	pages={480-485}
}