IMST: A Revisited Turkish Dependency Treebank

Show full item record



Permalink

http://hdl.handle.net/10138/237161

Citation

Sulubacak , U , Eryiğit , G & Pamay , T 2016 , IMST: A Revisited Turkish Dependency Treebank . in B Karaoğlan , T Kışla & S Kumova (eds) , Proceedings of TurCLing 2016, the 1st International Conference on Turkic Computational Linguistics . EGE UNIVERSITY PRESS , Konya, Turkey , pp. 1-6 , 1st International Conference on Turkic Computational Linguistics , Konya , Turkey , 03/04/2016 .

Title: IMST: A Revisited Turkish Dependency Treebank
Author: Sulubacak, Umut; Eryiğit, Gülşen; Pamay, Tuğba
Editor: Karaoğlan, Bahar; Kışla, Tarık; Kumova, Senem
Contributor: University of Helsinki, Department of Digital Humanities
Publisher: EGE UNIVERSITY PRESS
Date: 2016-04-09
Language: eng
Number of pages: 6
Belongs to series: Proceedings of TurCLing 2016, the 1st International Conference on Turkic Computational Linguistics
ISBN: 978-605-66422-0-3
URI: http://hdl.handle.net/10138/237161
Abstract: In this paper, we present a critical analysis of the dependency annotation framework used in the METU-Sabancı Treebank (MST), and propose new annotation schemes that would alleviate the issues we have identified. Later, we describe our attempt at reannotating the treebank from the ground up using the proposed schemes, and then compare the consistencies of the two versions via cross validation using a dependency parser. According to our experiments, the reannotated version of the original treebank, which we call the ITU-METU-Sabancı Treebank (IMST), demonstrates a labeled attachment score of 75.3% and an unlabeled attachment score of 83.7%, surpassing the corresponding scores of 65.9% and 76.0% for MST by a very large margin.
Subject: 6121 Languages
113 Computer and information sciences
Rights:


Files in this item

Total number of downloads: Loading...

Files Size Format View
turcling2016_treebank.pdf 101.3Kb PDF View/Open

This item appears in the following Collection(s)

Show full item record