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Unsupervised generation of parallel treebanks through sub-tree alignment

Zhechev, Ventsislav (2009) Unsupervised generation of parallel treebanks through sub-tree alignment. In: MT Marathon 2009, 26-30 January 2009, Prague, Czech Republic.

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Abstract

The need for syntactically annotated data for use in natural language processing has increased dramatically in recent years. This is true especially for parallel treebanks, of which very few exist. The ones that exist are mainly hand-crafted and too small for reliable use in data-oriented applications. In this paper we introduce an open-source system for fast and robust automatic generation of parallel treebanks. We expect the opening of the presented platform to the scientific community to help boost research in the field of data-oriented machine translation and lead to advancements in other fields where parallel treebanks can be employed.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:natural language processing; open source; parallel treebanks;
Subjects:Computer Science > Machine translating
DCU Faculties and Centres:Research Initiatives and Centres > National Centre for Language Technology (NCLT)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in:Prague Bulletin of Mathematical Linguistics, Special Issue: Open Source Tools for Machine Translation. 91. Charles University, Prague.
Publisher:Charles University, Prague
Official URL:http://versita.com/science/mathematics/pbml/
Copyright Information:© 2009 PBML
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland, SFI 05/RF/CMS064
ID Code:15145
Deposited On:12 Feb 2010 13:45 by DORAS Administrator. Last Modified 27 Apr 2010 12:08

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