Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Preliminaries Read chapter Read first chapter

2017 | OriginalPaper | Chapter

2. Implementation

Authors : George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos

Published in: Machine Translation with Minimal Reliance on Parallel Resources

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This chapter introduces the general design characteristics of PRESEMT and provides a detailed description of all resources required as well as all pre-processing steps needed, such as corpora processing and model creation.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Preliminaries
next chapter Main Translation Process
Literature
Ganchev K, Gillenwater J, Taskar B (2009) Dependency grammar induction via bitext projection constraints. In: Proceedings of the 47th Annual Meeting of the ACL, Singapore, 2–7 August, pp 369–377
Koehn P (2005) Europarl: a parallel corpus for statistical machine translation. MT Summit 2005, Phuket, Thailand
Lafferty J, McCallum A, Pereira F (2001) Conditional random fields: probabilistic models for segmenting and labelling sequence data. In: 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, pp 282–289
Markantonatou S, Sofianopoulos S, Giannoutsou O, Vassiliou M (2009) Hybrid machine translation for low- and middle-density languages. In: Nirenburg S (ed) Language engineering for lesser-studied languages. IOS Press, pp 243–274
Munteanu DS, Marcu D (2005) Improving machine translation performance by exploiting non-parallel corpora. Comput Linguist 31(4):477–504
Och FJ, Ney H (2004) The alignment template approach to statistical machine translation. Comput Linguist 30(4):417–449CrossRefMATH
Pomikálek J, Rychlý P (2008) Detecting co-derivative documents in large text collections. In: Proceedings of LREC2008, Marrakech, Morrocco, pp 1884–1887
Prokopidis P, Georgantopoulos B, Papageorgiou H (2011) A suite of NLP tools for Greek. In: Proceedings of the 10th ICGL Conference, Komotini, Greece pp 373–383
Schmid H (1994) Probabilistic part-of-speech tagging using decision trees. In: Proceedings of International Conference on New Methods in Language Processing, Manchester, UK, pp 44–49
Sha F, Pereira FCN (2003) Shallow parsing with conditional random fields. In: Proceedings of HLT-NAACL Conference, pp 213–220
Tambouratzis G, Simistira F, Sofianopoulos S, Tsimboukakis N, Vassiliou M (2011) A resource-light phrase scheme for language-portable MT. In: Proceedings of the 15th International Conference of the European Association for Machine Translation, 30–31 May, Leuven, Belgium, pp 185–192
Tambouratzis G, Troullinos M, Sofianopoulos S, Vassiliou M (2012) Accurate phrase alignment in a bilingual corpus for EBMT systems. In: Proceedings of the 5th BUCC Workshop, held within the LREC-2012 Conference, May 26, Istanbul, Turkey, pp 104–111
Tambouratzis G, Sofianopoulos S, Vassiliou M (2013) Language-independent hybrid MT with PRESEMT. In: Proceedings of HYTRA-2013 Workshop, held within the ACL-2013 Conference, Sofia, Bulgaria, 8 August, pp 123–130
Tsuruoka Y, Tsujii J, Ananiadou S (2009) Fast full parsing by linear-chain conditional random fields. In: Proceedings of the 12th EACL Conference, 30 March–3 April, Athens, Greece, pp 790–798
Wallach HM (2004) Conditional random fields: an introduction. University of Pennsylvania CIS Technical Report, MS-CIS-04-21, February 24
Metadata
Title
Implementation
Authors
George Tambouratzis
Marina Vassiliou
Sokratis Sofianopoulos
Copyright Year
2017
Book
Machine Translation with Minimal Reliance on Parallel Resources

Print ISBN: 978-3-319-63105-9

Electronic ISBN: 978-3-319-63107-3

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-63107-3_2

Premium Partner

    Image Credits