About: Named Entities from Wikipedia for 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
Description	In this paper we present our attempt to improve machine translation of named entities by using Wikipedia. We recognize named entities based on categories of English Wikipedia articles, extract their potential translations from corresponding Czech articles and incorporate them into a statistical machine translation system as translation options. Our results show a decrease of translation quality in terms of automatic metrics but positive results from human annotators. We conclude that this approach can lead to many errors in translation and therefore should always be combined with the standard statistical translation model and weighted appropriately. In this paper we present our attempt to improve machine translation of named entities by using Wikipedia. We recognize named entities based on categories of English Wikipedia articles, extract their potential translations from corresponding Czech articles and incorporate them into a statistical machine translation system as translation options. Our results show a decrease of translation quality in terms of automatic metrics but positive results from human annotators. We conclude that this approach can lead to many errors in translation and therefore should always be combined with the standard statistical translation model and weighted appropriately. (en)
Title	Named Entities from Wikipedia for Machine Translation Named Entities from Wikipedia for Machine Translation (en)
skos:prefLabel	Named Entities from Wikipedia for Machine Translation Named Entities from Wikipedia for Machine Translation (en)
skos:notation	RIV/00216208:11320/11:10107938!RIV12-GA0-11320___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(7E09003), P(GAP406/11/1499), Z(MSM0021620838)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Bojar, Ondřej Tamchyna, Aleš Hálek, Ondřej Rosa, Rudolf
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	214735
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/11:10107938
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	translation; machine; wikipedia; from; entities; named (en)
http://linked.open.../riv/klicoveSlovo	named wikipedia from machine translation entities
http://linked.open...ontrolniKodProRIV	[1BD4D5029E92]
http://linked.open...v/mistoKonaniAkce	Vrátna dolina, Slovakia
http://linked.open...i/riv/mistoVydani	Košice, Slovakia
http://linked.open...i/riv/nazevZdroje	Information Technologies – Applications and Theory
http://linked.open...in/vavai/riv/obor	AI
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	EuroMatrixPlus—Bringing Machine Translation for European Languages to the User Czech in the Machine Translation Era (CZECHMATE)
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Bojar, Ondřej Tamchyna, Aleš Hálek, Ondřej Rosa, Rudolf
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2011-09-23 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Moderní metody, struktury a systémy informatiky
issn	1613-0073
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Univerzita Pavla Jozefa Šafárika v Košiciach
https://schema.org/isbn	978-80-89557-02-8
http://localhost/t...ganizacniJednotka	11320

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