Mostra el registre d'ítem simple
Hybrid machine translation guided by a rule-based system
dc.contributor.author | España Bonet, Cristina |
dc.contributor.author | Màrquez Villodre, Lluís |
dc.contributor.author | Labaka, Gorka |
dc.contributor.author | Díaz de Ilarraza Sánchez, Arantza |
dc.contributor.author | Sarasola Gabiola, Kepa |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
dc.date.accessioned | 2012-12-03T16:08:57Z |
dc.date.available | 2012-12-03T16:08:57Z |
dc.date.created | 2011 |
dc.date.issued | 2011 |
dc.identifier.citation | España-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.uri | http://hdl.handle.net/2117/17061 |
dc.description.abstract | This 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.extent | 8 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural |
dc.subject.lcsh | Rule-based machine translation |
dc.title | Hybrid machine translation guided by a rule-based system |
dc.type | Conference lecture |
dc.subject.lemac | Traducció automàtica |
dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://www.mt-archive.info/MTS-2011-TOC.htm |
dc.rights.access | Open Access |
local.identifier.drac | 10177403 |
dc.description.version | Postprint (author’s final draft) |
local.citation.author | España-Bonet, C.; Marquez, L.; Labaka, G.; Díaz de Ilarraza, A.; Sarasola , K. |
local.citation.contributor | Machine Translation Summit |
local.citation.pubplace | Xiamen |
local.citation.publicationName | Machine translation summit XIII: proceedings of the 13th machine translation summit, September 19-23, 2011, Xiamen, China |
local.citation.startingPage | 554 |
local.citation.endingPage | 561 |