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Targeted Paraphrasing on Deep Syntactic Layer 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%2F15%3A10318124" target="_blank" >RIV/00216208:11320/15:10318124 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.aclweb.org/anthology/W15-2104" target="_blank" >http://www.aclweb.org/anthology/W15-2104</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Targeted Paraphrasing on Deep Syntactic Layer for MT Evaluation

  • Original language description

    In this paper, we present a method of improving quality of machine translation (MT) evaluation of Czech sentences via targeted paraphrasing of reference sentences on a deep syntactic layer. For this purpose, we employ NLP framework Treex and extend it with modules for targeted paraphrasing and word order changes. Automatic scores computed using these paraphrased reference sentences show higher correlation with human judgment than scores computed on the original reference sentences.

  • 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

    2015

  • 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 Third International Conference on Dependency Linguistics (Depling 2015)

  • ISBN

    978-91-637-8965-6

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    20-27

  • Publisher name

    Uppsala University

  • Place of publication

    Uppsala, Sweden

  • Event location

    Uppsala, Sweden

  • Event date

    Aug 24, 2015

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article