CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10440533" target="_blank" >RIV/00216208:11320/21:10440533 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2021.wmt-1.7/" target="_blank" >https://aclanthology.org/2021.wmt-1.7/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT
Original language description
We describe our two NMT systems submitted to the WMT2021 shared task in English-Czech news translation: CUNI-DocTransformer (document-level CUBBITT) and CUNI-Marian-Baselines. We improve the former with a better sentence-segmentation pre-processing and a post-processing for fixing errors in numbers and units. We use the latter for experiments with various backtranslation techniques.
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
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Sixth Conference on Machine Translation
ISBN
978-1-954085-94-7
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
123-129
Publisher name
Association for Computational Linguistics
Place of publication
Online
Event location
Online
Event date
Nov 10, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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