F. Sánchez-Martínez, V. M. Sánchez-Cartagena, J. A. Pérez-Ortiz, M. Forcada, M. Esplà-Gomis, Andrew Secker, Susie Coleman, J. Wall
{"title":"An English-Swahili parallel corpus and its use for neural machine translation in the news domain","authors":"F. Sánchez-Martínez, V. M. Sánchez-Cartagena, J. A. Pérez-Ortiz, M. Forcada, M. Esplà-Gomis, Andrew Secker, Susie Coleman, J. Wall","doi":"10.5281/ZENODO.3923590","DOIUrl":null,"url":null,"abstract":"This paper describes our approach to create a neural machine translation system to translate between English and Swahili (both directions) in the news domain, as well as the process we followed to crawl the necessary parallel corpora from the Internet. We report the results of a pilot human evaluation performed by the news media organisations participating in the H2020 EU-funded project GoURMET.","PeriodicalId":137211,"journal":{"name":"European Association for Machine Translation Conferences/Workshops","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Association for Machine Translation Conferences/Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5281/ZENODO.3923590","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
This paper describes our approach to create a neural machine translation system to translate between English and Swahili (both directions) in the news domain, as well as the process we followed to crawl the necessary parallel corpora from the Internet. We report the results of a pilot human evaluation performed by the news media organisations participating in the H2020 EU-funded project GoURMET.