- -

Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Compartir/Enviar a

Citas

Estadísticas

  • Estadisticas de Uso

Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures

Mostrar el registro sencillo del ítem

Ficheros en el ítem

Thumbnail
Nombre: Gonzalez-RubioOrt ...
Tamaño: 114.1Kb
Formato: PDF
Descripción: Versión editorial
Abrir
dc.contributor.author González-Rubio, Jesús es_ES
dc.contributor.author Ortiz-Martinez, Daniel es_ES
dc.contributor.author Casacuberta Nolla, Francisco es_ES
dc.date.accessioned 2024-01-18T11:29:24Z
dc.date.available 2024-01-18T11:29:24Z
dc.date.issued 2010-07-11 es_ES
dc.identifier.isbn 978-1-932432-66-4 es_ES
dc.identifier.uri http://hdl.handle.net/10251/201998
dc.description.abstract [EN] This work deals with the application of confidence measures within an interactive-predictive machine translation system in order to reduce human effort. If a small loss in translation quality can be tolerated for the sake of efficiency, user effort can be saved by interactively translating only those initial translations which the confidence measure classifies as incorrect. We apply confidence estimation as a way to achieve a balance between user effort savings and final translation error. Empirical results show that our proposal allows to obtain almost perfect translations while significantly reducing user effort. es_ES
dc.description.sponsorship Work supported by the EC (FEDER/FSE) and the Spanish MEC/MICINN under the MIPRCV 'Consolider Ingenio 2010' program (CSD200700018), the iTrans Doc (TIN2006-15694-CO2-01) and iTrans2 (TIN2009-14511) projects and the FPU scholarship AP2006-00691. Also supported by the Spanish MITyC under the erudito.com (TSI-020110-2009-439) project and by the Generalitat Valenciana under grant Prometeo/2009/014. es_ES
dc.language Inglés es_ES
dc.publisher Association for Computational Linguistics es_ES
dc.relation.ispartof Proceedings of the ACL 2010 Conference Short Papers es_ES
dc.rights Reconocimiento - No comercial - Compartir igual (by-nc-sa) es_ES
dc.subject Interactive es_ES
dc.subject Predictive es_ES
dc.subject Machine translation system es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures es_ES
dc.type Comunicación en congreso es_ES
dc.type Capítulo de libro es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//CSD2007-00018//MIPRCV Consolider Ingenio2010 program/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica es_ES
dc.description.bibliographicCitation González-Rubio, J.; Ortiz-Martinez, D.; Casacuberta Nolla, F. (2010). Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures. Association for Computational Linguistics. 173-177. http://hdl.handle.net/10251/201998 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 48th Annual Meeting of the Association for computational Linguistics (ACL 2010) es_ES
dc.relation.conferencedate Julio 11-16,2010 es_ES
dc.relation.conferenceplace Uppsala (Suecia) es_ES
dc.relation.publisherversion https://aclanthology.org/P10-2032/ es_ES
dc.description.upvformatpinicio 173 es_ES
dc.description.upvformatpfin 177 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela S\100963 es_ES
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder Ministerio de Educación y Ciencia e Innovación es_ES


Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem