About: Selecting Data for English-to-Czech Machine Translation

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.aclweb.org/anthology/W12-3148
Description	We provide a few insights on data selection for machine translation. We evaluate the quality of the new CzEng 1.0, a parallel data source used in WMT12. We describe a simple technique for reducing out-of-vocabulary rate after phrase extraction. We discuss the benefits of tuning towards multiple reference translations for English-Czech language pair. We introduce a novel approach to data selection by full-text indexing and search: we select sentences similar to the test set from a large monolingual corpus and explore several options of incorporating them in a machine translation system. We show that this method can improve translation quality. Finally, we describe our submitted system CU-TAMCH-BOJ. We provide a few insights on data selection for machine translation. We evaluate the quality of the new CzEng 1.0, a parallel data source used in WMT12. We describe a simple technique for reducing out-of-vocabulary rate after phrase extraction. We discuss the benefits of tuning towards multiple reference translations for English-Czech language pair. We introduce a novel approach to data selection by full-text indexing and search: we select sentences similar to the test set from a large monolingual corpus and explore several options of incorporating them in a machine translation system. We show that this method can improve translation quality. Finally, we describe our submitted system CU-TAMCH-BOJ. (en)
Title	Selecting Data for English-to-Czech Machine Translation Selecting Data for English-to-Czech Machine Translation (en)
skos:prefLabel	Selecting Data for English-to-Czech Machine Translation Selecting Data for English-to-Czech Machine Translation (en)
skos:notation	RIV/00216208:11320/12:10130100!RIV13-GA0-11320___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(7E09003), P(7E11051), P(GAP406/11/1499), P(GPP406/10/P259)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Bojar, Ondřej Tamchyna, Aleš Galuščáková, Petra Kamran, Amir Stanojević, Miloš
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	167306
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/12:10130100
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	translation; machine; czech; english; data; selecting (en)
http://linked.open.../riv/klicoveSlovo	english data czech machine translation selecting
http://linked.open...ontrolniKodProRIV	[FC0C9002DFCF]
http://linked.open...v/mistoKonaniAkce	Montréal, Canada
http://linked.open...i/riv/mistoVydani	Montréal, Canada
http://linked.open...i/riv/nazevZdroje	Proceedings of the Seventh Workshop on Statistical Machine Translation
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	EuroMatrixPlus - Enlarged European Union Bringing Machine Translation for European Languages to the User EuroMatrixPlus—Bringing Machine Translation for European Languages to the User Czech in the Machine Translation Era (CZECHMATE) Combining Phrase-Based and Deep-Syntactic Machine Translation
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Bojar, Ondřej Galuščáková, Petra Tamchyna, Aleš Kamran, Amir Stanojević, Miloš
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2012-06-07 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Association for Computational Linguistics
https://schema.org/isbn	978-1-937284-20-6
http://localhost/t...ganizacniJednotka	11320

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