CUNI Submission for Low-Resource Languages in WMT News 2019
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F19%3A10405573" target="_blank" >RIV/00216208:11320/19:10405573 - isvavai.cz</a>
Result on the web
<a href="http://www.statmt.org/wmt19/pdf/53/WMT22.pdf" target="_blank" >http://www.statmt.org/wmt19/pdf/53/WMT22.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
CUNI Submission for Low-Resource Languages in WMT News 2019
Original language description
This paper describes the CUNI submission to the WMT 2019 News Translation Shared Task for the low-resource languages: GujaratiEnglish and Kazakh-English. We participated in both language pairs in both translation directions. Our system combines transfer learning from a different high-resource language pair followed by training on backtranslated monolingual data. Thanks to the simultaneous training in both directions, we can iterate the backtranslation process. We are using the Transformer model in a constrained submission.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Fourth Conference on Machine Translation - Proceedings of the Conference
ISBN
978-1-950737-27-7
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
234-240
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Firenze, Italy
Event date
Aug 1, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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