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Poster Open Access

Relevance Scores in BERT Sequence Classification

Leonard Konle; Fotis Jannidis; Merten Kröncke; Simone Winko


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>Poster on the classification of poem genres using BERT. Analysis on word-wise importance scores.</p>\n\n<p><strong>DFG Schwerpunktprogramm SPP 2207 &quot;Computational Literary Studies&quot;</strong></p>\n\n<p>Online:</p>\n\n<ul>\n\t<li><a href=\"https://gepris.dfg.de/gepris/projekt/402743989\">https://gepris.dfg.de/gepris/projekt/402743989</a></li>\n\t<li><a href=\"https://dfg-spp-cls.github.io/\">https://dfg-spp-cls.github.io/</a></li>\n</ul>\n\n<p><strong>Teilprojekt: &quot;The Beginnings of Modern Poetry &ndash;&nbsp;Modeling Literary History with Text Similarities&quot;</strong></p>\n\n<p>Online:</p>\n\n<ul>\n\t<li><a href=\"https://gepris.dfg.de/gepris/projekt/424212127\">https://gepris.dfg.de/gepris/projekt/424212127</a></li>\n\t<li><a href=\"https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poetry/\">https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poet</a><a href=\"https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poetry\">ry</a></li>\n</ul>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "W\u00fcrzburg University", 
      "@type": "Person", 
      "name": "Leonard Konle"
    }, 
    {
      "affiliation": "W\u00fcrzburg University", 
      "@type": "Person", 
      "name": "Fotis Jannidis"
    }, 
    {
      "affiliation": "G\u00f6ttingen University", 
      "@type": "Person", 
      "name": "Merten Kr\u00f6ncke"
    }, 
    {
      "affiliation": "G\u00f6ttingen University", 
      "@type": "Person", 
      "name": "Simone Winko"
    }
  ], 
  "url": "https://zenodo.org/record/5878817", 
  "datePublished": "2022-01-19", 
  "keywords": [
    "text classification", 
    "poems", 
    "german", 
    "attention"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.5878817", 
  "@id": "https://doi.org/10.5281/zenodo.5878817", 
  "@type": "CreativeWork", 
  "name": "Relevance Scores in BERT Sequence Classification"
}
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