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Parsing the SynTagRus Treebank of Russian
Citation
Nivre, Joakim and Boguslavsky, Igor M. and Iomdim, Leonid (2009). Parsing the SynTagRus Treebank of Russian. In: "Coling 2008", 26/08/2008-29/08/2008, Manchester, UK. ISBN 9781905593446.
Description
| Title: | Parsing the SynTagRus Treebank of Russian |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | Coling 2008 |
| Event Dates: | 26/08/2008-29/08/2008 |
| Event Location: | Manchester, UK |
| Title of Book: | Proceedings of the 22nd International Conference on Computational Linguistics |
| Date: | 31 July 2009 |
| ISBN: | 9781905593446 |
| Subjects: | |
| Faculty: | Facultad de Informática (UPM) |
| Department: | Inteligencia Artificial |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
We present the first results on parsing the SYNTAGRUS tree bank of Russian with a data-driven dependency parser, achieving labeled attachment score of over 82%and an unlabeled attachment score of 89%.A feature analysis shows that high parsing accuracy is crucially dependent on the use of both lexical and morphological features. We conjecture that the latter result can be generalized to richly inflected languages in general, provided that sufficient amounts of training data are available.
More information
| Item ID: | 4159 |
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| DC Identifier: | https://oa.upm.es/4159/ |
| OAI Identifier: | oai:oa.upm.es:4159 |
| Official URL: | http://portal.acm.org/citation.cfm?id=1599162&dl=GUIDE, |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 16 Sep 2010 11:41 |
| Last Modified: | 20 Apr 2016 13:30 |
