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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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  <identifier identifierType="DOI">10.5281/zenodo.5878817</identifier>
  <creators>
    <creator>
      <creatorName>Leonard Konle</creatorName>
      <affiliation>Würzburg University</affiliation>
    </creator>
    <creator>
      <creatorName>Fotis Jannidis</creatorName>
      <affiliation>Würzburg University</affiliation>
    </creator>
    <creator>
      <creatorName>Merten Kröncke</creatorName>
      <affiliation>Göttingen University</affiliation>
    </creator>
    <creator>
      <creatorName>Simone Winko</creatorName>
      <affiliation>Göttingen University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Relevance Scores in BERT Sequence Classification</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2022</publicationYear>
  <subjects>
    <subject>text classification</subject>
    <subject>poems</subject>
    <subject>german</subject>
    <subject>attention</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2022-01-19</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Text">Poster</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/5878817</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.5878816</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/spp_cls</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Poster on the classification of poem genres using BERT. Analysis on word-wise importance scores.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;DFG Schwerpunktprogramm SPP 2207 &amp;quot;Computational Literary Studies&amp;quot;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Online:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;a href="https://gepris.dfg.de/gepris/projekt/402743989"&gt;https://gepris.dfg.de/gepris/projekt/402743989&lt;/a&gt;&lt;/li&gt;
	&lt;li&gt;&lt;a href="https://dfg-spp-cls.github.io/"&gt;https://dfg-spp-cls.github.io/&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Teilprojekt: &amp;quot;The Beginnings of Modern Poetry &amp;ndash;&amp;nbsp;Modeling Literary History with Text Similarities&amp;quot;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Online:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;a href="https://gepris.dfg.de/gepris/projekt/424212127"&gt;https://gepris.dfg.de/gepris/projekt/424212127&lt;/a&gt;&lt;/li&gt;
	&lt;li&gt;&lt;a href="https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poetry/"&gt;https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poet&lt;/a&gt;&lt;a href="https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poetry"&gt;ry&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>
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