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Publication . Conference object . 2020

NUIG-Panlingua-KMI Hindi↔Marathi MT Systems for SimilarLanguage Translation Task @ WMT 2020

Ojha, Atul Kr.; Rani, Priya; Akanksha Bansal; Bharathi Raja Chakravarthi; Ritesh Kumar; McCrae, John P.;
Open Access
English
Published: 19 Nov 2020
Publisher: Zenodo
Abstract
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 conducted a 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 Pair En-coding (BPE) into subwords. The results show that different architectures in 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.
Funded by
EC| ELEXIS
Project
ELEXIS
European Lexicographic Infrastructure
  • Funder: European Commission (EC)
  • Project Code: 731015
  • Funding stream: H2020 | RIA
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Article . Conference object . 2020
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