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CUNI systems for WMT21: Terminology translation Shared Task

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10440541" target="_blank" >RIV/00216208:11320/21:10440541 - isvavai.cz</a>

  • Result on the web

    <a href="https://aclanthology.org/2021.wmt-1.82/" target="_blank" >https://aclanthology.org/2021.wmt-1.82/</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    CUNI systems for WMT21: Terminology translation Shared Task

  • Original language description

    This paper describes Charles University submission for Terminology translation Shared Task at WMT21. The objective of this task is to design a system which translates certain terms based on a provided terminology database, while preserving high overall translation quality. We competed in English-French language pair. Our approach is based on providing the desired translations alongside the input sentence and training the model to use these provided terms. We lemmatize the terms both during the training and inference, to allow the model to learn how to produce correct surface forms of the words, when they differ from the forms provided in the terminology database. Our submission ranked second in Exact Match metric which evaluates the ability of the model to produce desired terms in the translation.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    <a href="/en/project/GX19-26934X" target="_blank" >GX19-26934X: Neural Representations in Multi-modal and Multi-lingual Modeling</a><br>

  • 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

  • e-ISSN

  • Number of pages

    7

  • Pages from-to

    828-834

  • 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