About: An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010.

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper describes the augmented threepass system combination framework of the Dublin City University (DCU) MT group for the WMT 2010 system combination task. The basic three-pass framework includes building individual confusion networks (CNs), a super network, and a modi?ed Minimum Bayes-risk (mConMBR) decoder. The augmented parts for WMT2010 tasks include 1) a rescoring component which is used to re-rank the N-best lists generated from the individual CNs and the super network, 2) a new hypothesis alignment metric - TERp - that is used to carry out English-targeted hypothesis alignment, and 3) more different backbone-based CNs which are employed to increase the diversity of the mConMBR decoding phase. We took part in the combination tasks of Englishto-Czech and French-to-English. Experimental results show that our proposed combination framework achieved 2.17 absolute points (13.36 relative points) and 1.52 absolute points (5.37 relative points) in terms of BLEU score on English-toCzech and French-t This paper describes the augmented threepass system combination framework of the Dublin City University (DCU) MT group for the WMT 2010 system combination task. The basic three-pass framework includes building individual confusion networks (CNs), a super network, and a modi?ed Minimum Bayes-risk (mConMBR) decoder. The augmented parts for WMT2010 tasks include 1) a rescoring component which is used to re-rank the N-best lists generated from the individual CNs and the super network, 2) a new hypothesis alignment metric - TERp - that is used to carry out English-targeted hypothesis alignment, and 3) more different backbone-based CNs which are employed to increase the diversity of the mConMBR decoding phase. We took part in the combination tasks of Englishto-Czech and French-to-English. Experimental results show that our proposed combination framework achieved 2.17 absolute points (13.36 relative points) and 1.52 absolute points (5.37 relative points) in terms of BLEU score on English-toCzech and French-t (en)
Title	An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. (en)
skos:prefLabel	An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. (en)
skos:notation	RIV/00216208:11320/10:10078003!RIV11-GA0-11320___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA405/09/0278)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Pecina, Pavel
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	246177
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/10:10078003
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	2010; system; combination; framework; combination; system; pass; three; augmented (en)
http://linked.open.../riv/klicoveSlovo	2010 framework system three combination augmented pass
http://linked.open...ontrolniKodProRIV	[2A7EB350671A]
http://linked.open...v/mistoKonaniAkce	Uppsala, Sweden
http://linked.open...i/riv/mistoVydani	Uppsala, Sweden
http://linked.open...i/riv/nazevZdroje	Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
http://linked.open...in/vavai/riv/obor	AI
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Internet as a language corpus
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Pecina, Pavel Du, Jinhua Way, Andy
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-07-15 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Association for Computational Linguistics
https://schema.org/isbn	978-1-932432-71-8
http://localhost/t...ganizacniJednotka	11320
is http://linked.open...avai/riv/vysledek of	An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010. An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010.

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