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The TALP–UPC Spanish–English WMT biomedical task: bilingual embeddings and char-based neural language model rescoring in a phrase-based system
| dc.contributor.author | Ruiz Costa-Jussà, Marta |
| dc.contributor.author | España-i-Bonet, Cristina |
| dc.contributor.author | Madhyastha, Pranava |
| dc.contributor.author | Escolano Peinado, Carlos |
| dc.contributor.author | Rodríguez Fonollosa, José Adrián |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
| dc.date.accessioned | 2017-03-23T20:22:33Z |
| dc.date.available | 2017-03-23T20:22:33Z |
| dc.date.issued | 2016 |
| dc.identifier.citation | Ruiz, M., España-i-Bonet, C., Madhyastha, P., Escolano, C., Fonollosa, J. A. R. The TALP–UPC Spanish–English WMT biomedical task: bilingual embeddings and char-based neural language model rescoring in a phrase-based system. A: Conference on Machine Translation. "ACL 2016 : the 54th Annual Meeting of the Association for Computational Linguistics : proceedings of the First Conference on Machine Translation (WMT)". 2016, p. 463-468. |
| dc.identifier.isbn | 978-1-945626-10-4 |
| dc.identifier.uri | http://hdl.handle.net/2117/102840 |
| dc.description.abstract | This paper describes the TALP–UPC system in the Spanish–English WMT 2016 biomedical shared task. Our system is a standard phrase-based system enhanced with vocabulary expansion using bilingual word embeddings and a characterbased neural language model with rescoring. The former focuses on resolving outof- vocabulary words, while the latter enhances the fluency of the system. The two modules progressively improve the final translation as measured by a combination of several lexical metrics. |
| dc.format.extent | 6 p. |
| dc.language.iso | eng |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Informàtica |
| dc.subject.lcsh | Machine translation |
| dc.subject.other | Neural language |
| dc.subject.other | Machine translation |
| dc.title | The TALP–UPC Spanish–English WMT biomedical task: bilingual embeddings and char-based neural language model rescoring in a phrase-based system |
| dc.type | Conference report |
| dc.subject.lemac | Traducció automàtica |
| dc.contributor.group | Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla |
| dc.relation.publisherversion | http://www.statmt.org/wmt16/pdf/W16-2336.pdf |
| dc.rights.access | Open Access |
| local.identifier.drac | 19739719 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Ruiz, M.; España-i-Bonet, C.; Madhyastha, P.; Escolano, C.; Fonollosa, José A. R. |
| local.citation.contributor | Conference on Machine Translation |
| local.citation.publicationName | ACL 2016 : the 54th Annual Meeting of the Association for Computational Linguistics : proceedings of the First Conference on Machine Translation (WMT) |
| local.citation.startingPage | 463 |
| local.citation.endingPage | 468 |
