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

Atul Kr. Ojha; Priya Rani; Akanksha Bansal; Bharathi Raja Chakravarthi; Ritesh Kumar; John P. McCrae


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  <dc:creator>Atul Kr. Ojha</dc:creator>
  <dc:creator>Priya Rani</dc:creator>
  <dc:creator>Akanksha Bansal</dc:creator>
  <dc:creator>Bharathi Raja Chakravarthi</dc:creator>
  <dc:creator>Ritesh Kumar</dc:creator>
  <dc:creator>John P. McCrae</dc:creator>
  <dc:date>2020-11-19</dc:date>
  <dc:description>NUIG-Panlingua-KMI submission to WMT 2020 seeks to push the state-of-the-art in Similar Language Translation Task for Hindi &lt;-&gt; 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 &lt;-&gt; Marathi each and 1 NMT systems were developed for Hindi &lt;-&gt; 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.</dc:description>
  <dc:identifier>https://zenodo.org/record/4320715</dc:identifier>
  <dc:identifier>10.5281/zenodo.4320715</dc:identifier>
  <dc:identifier>oai:zenodo.org:4320715</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>info:eu-repo/grantAgreement/EC/H2020/731015/</dc:relation>
  <dc:relation>doi:10.5281/zenodo.4320714</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/elexis</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>NUIG-Panlingua-KMI Hindi↔Marathi MT Systems for SimilarLanguage Translation Task @ WMT 2020</dc:title>
  <dc:type>info:eu-repo/semantics/conferencePaper</dc:type>
  <dc:type>publication-conferencepaper</dc:type>
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