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dc.contributor.authorEspaña Bonet, Cristina
dc.contributor.authorMàrquez Villodre, Lluís
dc.contributor.authorLabaka, Gorka
dc.contributor.authorDíaz de Ilarraza Sánchez, Arantza
dc.contributor.authorSarasola Gabiola, Kepa
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics
dc.date.accessioned2012-12-03T16:08:57Z
dc.date.available2012-12-03T16:08:57Z
dc.date.created2011
dc.date.issued2011
dc.identifier.citationEspaña-Bonet, C. [et al.]. Hybrid machine translation guided by a rule-based system. A: Machine Translation Summit. "Machine translation summit XIII: proceedings of the 13th machine translation summit, September 19-23, 2011, Xiamen, China". Xiamen: 2011, p. 554-561.
dc.identifier.urihttp://hdl.handle.net/2117/17061
dc.description.abstractThis paper presents a machine translation architecture which hybridizes Matxin, a rulebased system, with regular phrase-based Statistical Machine Translation. In short, the hybrid translation process is guided by the rulebased engine and, before transference, a set of partial candidate translations provided by SMT subsystems is used to enrich the treebased representation. The final hybrid translation is created by choosing the most probable combination among the available fragments with a statistical decoder in a monotonic way. We have applied the hybrid model to a pair of distant languages, Spanish and Basque, and according to our evaluation (both automatic and manual) the hybrid approach significantly outperforms the best SMT system on out-of-domain data.
dc.format.extent8 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural
dc.subject.lcshRule-based machine translation
dc.titleHybrid machine translation guided by a rule-based system
dc.typeConference lecture
dc.subject.lemacTraducció automàtica
dc.contributor.groupUniversitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://www.mt-archive.info/MTS-2011-TOC.htm
dc.rights.accessOpen Access
local.identifier.drac10177403
dc.description.versionPostprint (author’s final draft)
local.citation.authorEspaña-Bonet, C.; Marquez, L.; Labaka, G.; Díaz de Ilarraza, A.; Sarasola , K.
local.citation.contributorMachine Translation Summit
local.citation.pubplaceXiamen
local.citation.publicationNameMachine translation summit XIII: proceedings of the 13th machine translation summit, September 19-23, 2011, Xiamen, China
local.citation.startingPage554
local.citation.endingPage561


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