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Description
  • Accuracy of dependency parsers is one of the key factors limiting the quality of dependency-based machine translation. This paper deals with the influence of various dependency parsing approaches (and also different training data size) on the overall performance of an English-to-Czech dependency-based statistical translation system implemented in the Treex framework. We also study the relationship between parsing accuracy in terms of unlabeled attachment score and machine translation quality in terms of BLEU.
  • Accuracy of dependency parsers is one of the key factors limiting the quality of dependency-based machine translation. This paper deals with the influence of various dependency parsing approaches (and also different training data size) on the overall performance of an English-to-Czech dependency-based statistical translation system implemented in the Treex framework. We also study the relationship between parsing accuracy in terms of unlabeled attachment score and machine translation quality in terms of BLEU. (en)
Title
  • Influence of Parser Choice on Dependency-Based MT
  • Influence of Parser Choice on Dependency-Based MT (en)
skos:prefLabel
  • Influence of Parser Choice on Dependency-Based MT
  • Influence of Parser Choice on Dependency-Based MT (en)
skos:notation
  • RIV/00216208:11320/11:10107954!RIV12-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(7E09003), S, Z(MSM0021620838)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 204511
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/11:10107954
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • based; dependency; choice; parser; influence (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [13CEF259D8E3]
http://linked.open...v/mistoKonaniAkce
  • Edinburgh, United Kingdom
http://linked.open...i/riv/mistoVydani
  • Edinburgh, UK
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the Sixth Workshop on Statistical Machine Translation
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Mareček, David
  • Popel, Martin
  • Žabokrtský, Zdeněk
  • Green, Nathan David
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Association for Computational Linguistics
https://schema.org/isbn
  • 978-1-937284-12-1
http://localhost/t...ganizacniJednotka
  • 11320
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