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Manual and Automatic Paraphrases for MT Evaluation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10335532" target="_blank" >RIV/00216208:11320/16:10335532 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Manual and Automatic Paraphrases for MT Evaluation

  • Original language description

    Paraphrasing of reference translations has been shown to improve the correlation with human judgements in automatic evaluation of machine translation (MT) outputs. In this work, we present a new dataset for evaluating English-Czech translation based on automatic paraphrases. We compare this dataset with an existing set of manually created paraphrases and find that even automatic paraphrases can improve MT evaluation. We have also propose and evaluate several criteria for selecting suitable reference translations from a larger set.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2016

  • 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 10th International Conference on Language Resources and Evaluation (LREC 2016)

  • ISBN

    978-2-9517408-9-1

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    3543-3548

  • Publisher name

    European Language Resources Association

  • Place of publication

    Paris, France

  • Event location

    Portorož, Slovenia

  • Event date

    May 23, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article