MSTParser Model Interpolation for Multi-source Delexicalized Transfer

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10318160" target="_blank" >RIV/00216208:11320/15:10318160 - isvavai.cz</a>
Result on the web
<a href="http://www.aclweb.org/anthology/W15-2209" target="_blank" >http://www.aclweb.org/anthology/W15-2209</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
MSTParser Model Interpolation for Multi-source Delexicalized Transfer
Original language description
We introduce interpolation of trained MSTParser models as a resource combination method for multi-source delexicalized parser transfer. We present both an unweighted method, as well as a variant in which each source model is weighted by the similarity ofthe source language to the target language. Evaluation on the HamleDT treebank collection shows that theweightedmodelinterpolationperforms comparably to weighted parse tree combination method, while being computationally much less demanding.
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 14th International Conference on Parsing Technologies
ISBN
978-1-941643-98-3
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
71-75
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Bilbao, Spain
Event date
Jul 22, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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