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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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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<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>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "National University of Ireland Galway", 
      "@type": "Person", 
      "name": "Atul Kr. Ojha"
    }, 
    {
      "affiliation": "National University of Ireland Galway", 
      "@type": "Person", 
      "name": "Priya Rani"
    }, 
    {
      "affiliation": "Panlingua Language Processing LLP", 
      "@type": "Person", 
      "name": "Akanksha Bansal"
    }, 
    {
      "affiliation": "National University of Ireland Galway", 
      "@type": "Person", 
      "name": "Bharathi Raja Chakravarthi"
    }, 
    {
      "affiliation": "Dr. Bhimrao Ambedkar University", 
      "@type": "Person", 
      "name": "Ritesh Kumar"
    }, 
    {
      "affiliation": "National University of Ireland Galway", 
      "@id": "https://orcid.org/0000-0002-7227-1331", 
      "@type": "Person", 
      "name": "John P. McCrae"
    }
  ], 
  "headline": "NUIG-Panlingua-KMI Hindi\u2194Marathi MT Systems for SimilarLanguage Translation Task @ WMT 2020", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2020-11-19", 
  "url": "https://zenodo.org/record/4320715", 
  "@type": "ScholarlyArticle", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.4320715", 
  "@id": "https://doi.org/10.5281/zenodo.4320715", 
  "workFeatured": {
    "@type": "Event", 
    "name": "Fifth Conference on Machine Translation (WMT20)"
  }, 
  "name": "NUIG-Panlingua-KMI Hindi\u2194Marathi MT Systems for SimilarLanguage Translation Task @ WMT 2020"
}
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