KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10318161" target="_blank" >RIV/00216208:11320/15:10318161 - isvavai.cz</a>
Result on the web
<a href="http://www.aclweb.org/anthology/P15-2040" target="_blank" >http://www.aclweb.org/anthology/P15-2040</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
Original language description
We present KLcpos3, a language similarity measure based on Kullback-Leibler divergence of coarse part-of-speech tag trigram distributions in tagged corpora. It has been designed for multilingual delexicalized parsing, both for source treebank selection in single-source parser transfer, and for source treebank weighting in multi-source transfer. In the selection task, KLcpos3 identifies the best source treebank in 8 out of 18 cases. In the weighting task, it brings +4.5% UAS absolute, compared to unweighted parse tree combination.
Czech name
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Czech description
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Project
<a href="/en/project/LM2010013" target="_blank" >LM2010013: LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
ISBN
978-1-941643-73-0
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
243-249
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Beijing, China
Event date
Jul 26, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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