Conference paper Open Access

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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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.4320715", 
  "language": "eng", 
  "title": "NUIG-Panlingua-KMI Hindi\u2194Marathi MT Systems for SimilarLanguage Translation Task @ WMT 2020", 
  "issued": {
    "date-parts": [
      [
        2020, 
        11, 
        19
      ]
    ]
  }, 
  "abstract": "<p>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.</p>", 
  "author": [
    {
      "family": "Atul Kr. Ojha"
    }, 
    {
      "family": "Priya Rani"
    }, 
    {
      "family": "Akanksha Bansal"
    }, 
    {
      "family": "Bharathi Raja Chakravarthi"
    }, 
    {
      "family": "Ritesh Kumar"
    }, 
    {
      "family": "John P. McCrae"
    }
  ], 
  "id": "4320715", 
  "type": "paper-conference", 
  "event": "Fifth Conference on Machine Translation (WMT20)"
}
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