rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Machine Translation with Minimal Reliance on Parallel Resources
  name:
    name part: Tambouratzis, George.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Vassiliou, Marina.
    role:
      role term: author.
  name:
    name part: Sofianopoulos, Sokratis.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: IX, 88 p. 17 illus. online resource.
  abstract: This book provides a unified view on a new methodology for Machine Translation (MT). This methodology extracts information from widely available resources (extensive monolingual corpora) while only assuming the existence of a very limited parallel corpus, thus having a unique starting point to Statistical Machine Translation (SMT). In this book, a detailed presentation of the methodology principles and system architecture is followed by a series of experiments, where the proposed system is compared to other MT systems using a set of established metrics including BLEU, NIST, Meteor and TER. Additionally, a free-to-use code is available, that allows the creation of new MT systems. The volume is addressed to both language professionals and researchers. Prerequisites for the readers are very limited and include a basic understanding of the machine translation as well as of the basic tools of natural language processing.
  table of contents: Preliminaries -- Implementation -- Main translation process -- Assessing PRESEMT -- Expanding the system -- Extensions to the PRESEMT methodology -- Conclusions and future work -- References.
  note: by George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos.
  subject:
    topic: Computer science
  subject:
    topic: Mathematical statistics
  subject:
    topic: Computational linguistics
  subject:
    topic: Pattern recognition
  subject:
    topic: Statistics
  subject:
    topic: Computer Science
  subject:
    topic: Language Translation and Linguistics
  subject:
    topic: Probability and Statistics in Computer Science
  subject:
    topic: Pattern Recognition
  subject:
    topic: Statistics and Computing/Statistics Programs
  classification: P98-98.5
  classification: 006.35
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: SpringerBriefs in Statistics
  identifier: 9783319631073
  identifier: http://dx.doi.org/10.1007/978-3-319-63107-3
  record info:
    record creation date: 170810
    record change date: 20170810101650.0
    record identifier: 978-3-319-63107-3