Statistical dependency parsing of Turkish

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Eryiğit, Gülşen and Oflazer, Kemal (2006) Statistical dependency parsing of Turkish. In: The 11th Conference of the European Chapter of the Association for Computational Linguistics,, Trento, Italy

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Abstract

This paper presents results from the first statistical dependency parser for Turkish. Turkish is a free-constituent order language with complex agglutinative inflectional and derivational morphology and presents interesting challenges for statistical parsing, as in general, dependency relations are between “portions” of words called inflectional groups. We have explored statistical models that use different representational units for parsing. We have used the Turkish Dependency Treebank to train and test our parser but have limited this initial exploration to that subset of the treebank sentences with only left-to-right non-crossing dependency links. Our results indicate that the best accuracy in terms of the dependency relations between inflectional groups is obtained when we use inflectional groups as units in parsing, and when contexts around the dependent are employed.
Item Type: Papers in Conference Proceedings
Subjects: Q Science > QA Mathematics
P Language and Literature > P Philology. Linguistics
Divisions: Faculty of Engineering and Natural Sciences
Depositing User: Kemal Oflazer
Date Deposited: 19 Dec 2006 02:00
Last Modified: 26 Apr 2022 08:33
URI: https://research.sabanciuniv.edu/id/eprint/1211

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