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Lexical Paraphrasing for Improvement of MT Evaluation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F13%3A10194620" target="_blank" >RIV/00216208:11320/13:10194620 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Lexical Paraphrasing for Improvement of MT Evaluation

  • Original language description

    In this paper, we discuss the possibility of making the automatic evaluation of machine translation (MT) more accurate by targeted paraphrasing. The most common automatic metric for MT evaluation BLEU disregards synonymous phrases and word order variants. One way how to alleviate this drawback is to transform the reference translation into a one that is closer to the MT output and keeps its original meaning. We start with a basic algorithm for lexical substitution and discuss extending the process withword order changes and grammar checking.

  • 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

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    WDS'13 Proceedings of Contributed Papers

  • ISBN

    978-80-7378-250-4

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    7-11

  • Publisher name

    Matfyzpress

  • Place of publication

    Praha, Czechia

  • Event location

    Praha, Czechia

  • Event date

    Jun 4, 2013

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article