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wEBMT: Developing and Validating an Example-Based Machine Translation System Using the World Wide Web

by: Andy Way, and Nano Gough

In: Computational Linguistics, Vol. 29, Nr. 3 (2003) , p. 421-457.

Abstract

We have developed an example-based machine translation EBMT system that uses the World Wide Web for two different purposes: First, we populate the system's memory with translations gathered from rule-based MT systems located on the Web. The source strings input to these systems were extracted automatically from an extremely small subset of the rule types in the Penn-II Treebank. In subsequent stages, the <source,target> translation pairs obtained are automatically transformed into a series of resources that render the translation more successful...

BibTeX record

@article{Way:2003,
  abstract = {We have developed an example-based machine translation (EBMT) system that uses the World Wide Web for two different purposes: First, we populate the system's memory with translations gathered from rule-based MT systems located on the Web. The source strings input to these systems were extracted automatically from an extremely small subset of the rule types in the Penn-II Treebank. In subsequent stages, the <source,target> translation pairs obtained are automatically transformed into a series of resources that render the translation more successful...},
  added-at = {2007-12-14T02:48:00.000+0100},
  author = {Way, Andy and Gough, Nano},
  biburl = {http://www.bibsonomy.org/bibtex/2b1a68eb0d57f9a5d31c547fe085e078b/diego_ma},
  interhash = {20e0e3a15f341b7d5b1254ab058c5327},
  intrahash = {b1a68eb0d57f9a5d31c547fe085e078b},
  journal = {Computational Linguistics},
  keywords = {machine_translation web},
  number = 3,
  pages = {421-457},
  timestamp = {2007-12-14T02:48:00.000+0100},
  title = {\emph{wEBMT}: Developing and Validating an Example-Based Machine Translation System Using the World Wide Web},
  volume = 29,
  year = 2003
}

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