Conference Publication Details
Mandatory Fields
Ojha, Atul Kr.; Rani, Priya; Bansal, Akanksha; Chakravarthi, Bharathi Raja; Kumar, Ritesh and McCrae, John P.
Proceedings of the Fifth Conference on Machine Translation
NUIG-Panlingua-KMI Hindi-Marathi MT Systems for Similar Language Translation Task @ WMT 2020
Optional Fields
WMT 2020
NUIG-Panlingua-KMI submission to WMT 2020 seeks to push the state-of-the-art in Similar Language Translation Task for Hindi↔Marathi language pair. As part of these efforts, we conducteda series of experiments to address the challenges for translation between similar languages. Among the 4 MT systems prepared under this task, 1 PBSMT systems were prepared for Hindi↔Marathi each and 1 NMT systems were developed for Hindi↔Marathi using Byte PairEn-coding (BPE) into subwords. The results show that different architectures NMT could be an effective method for developing MT systems for closely related languages. Our Hindi-Marathi NMT system was ranked 8th among the 14 teams that participated and our Marathi-Hindi NMT system was ranked 8th among the 11 teams participated for the task.
EU H2020 programme under grant agreements 731015 (ELEXIS-European Lexical Infrastructure).
Grant Details
EU, Irish Research Council (IRC), Science Foundation Ireland (SFI)
EU H2020 programme under grant agreements 731015 (ELEXIS-European Lexical Infrastructure) and SFI/18/CRT/6223
Publication Themes
Informatics, Physical and Computational Sciences