CobaltF: a fluent metric for MT evaluation

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• dc.contributor.author Fomicheva, Marinaca
• dc.contributor.author Bel Rafecas, Núriaca
• dc.contributor.author Specia, Luciaca
• dc.contributor.author da Cunha Fanego, Iriaca
• dc.contributor.author Malinovskiy, Antonca
• dc.date.accessioned 2018-01-22T10:31:52Z
• dc.date.available 2018-01-22T10:31:52Z
• dc.date.issued 2016
• dc.description Comunicació presentada a la First Conference on Machine Translation (WMT), que es va dur a terme durant el 54th Annual Meeting of the Association for Computational Linguistics, els dies 7 a 12 d'agost de 2016 a Berlín, Alemanya.
• dc.description.abstract The vast majority of Machine Translation (MT) evaluation approaches are based on the idea that the closer the MT output is to a human reference translation, the higher its quality. While translation quality has two important aspects, adequacy and fluency, the existing referencebased metrics are largely focused on the former. In this work we combine our metric UPF-Cobalt, originally presented at the WMT15 Metrics Task, with a number of features intended to capture translation fluency. Experiments show that the integration of fluency-oriented features significantly improves the results, rivalling the best-performing evaluation metrics on the WMT15 data.en
• dc.description.sponsorship This work was partially funded by TUNER (TIN2015-65308-C5-5-R) and MINECO/FEDER, UE. Marina Fomicheva was supported by funding from the FI-DGR grant program of the Generalitat de Catalunya. Iria da Cunha was supported by a Ramon y Cajal contract (RYC-2014-16935). Lucia Specia was supported by the QT21 project (H2020 No. 645452).
• dc.format.mimetype application/pdfca
• dc.identifier.citation Fomicheva M, Bel N, Specia L, da Cunha I, Malinovskiy A. CobaltF: a fluent metric for MT evaluation. In: The 54th Annual Meeting of the Association for Computational Linguistics. Proceedings of the First Conference on Machine Translation (WMT); 2016 Aug 7-12; Berlin, Germany. Stroudsburg (PA): ACL; 2016. p. 483-90.
• dc.identifier.uri http://hdl.handle.net/10230/33713
• dc.language.iso eng
• dc.publisher ACL (Association for Computational Linguistics)ca
• dc.relation.ispartof The 54th Annual Meeting of the Association for Computational Linguistics. Proceedings of the First Conference on Machine Translation (WMT); 2016 Aug 7-12; Berlin, Germany. Stroudsburg (PA): ACL; 2016. p. 483-90.
• dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/645452
• dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/TIN2015-65308-C5-5-R
• dc.rights © 2016 Association for Computational Linguistics. Creative Commons Attribution 4.0 License
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.rights.uri http://creativecommons.org/licenses/by/4.0/
• dc.subject.other Traducció automàtica
• dc.subject.other Tractament del llenguatge natural (Informàtica)
• dc.subject.other Lingüística computacional
• dc.title CobaltF: a fluent metric for MT evaluationca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/publishedVersion