There is a newer version of this record available.

Poster Open Access

Relevance Scores in BERT Sequence Classification

Leonard Konle; Fotis Jannidis; Merten Kröncke; Simone Winko


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">text classification</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">poems</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">german</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">attention</subfield>
  </datafield>
  <controlfield tag="005">20220211172826.0</controlfield>
  <controlfield tag="001">5878817</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Würzburg University</subfield>
    <subfield code="a">Fotis Jannidis</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Göttingen University</subfield>
    <subfield code="a">Merten Kröncke</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Göttingen University</subfield>
    <subfield code="a">Simone Winko</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">1075634</subfield>
    <subfield code="z">md5:8561a57ca54fbfb24ba077f6ad438d7a</subfield>
    <subfield code="u">https://zenodo.org/record/5878817/files/CLS Relevance Scores.png</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2022-01-19</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="p">user-spp_cls</subfield>
    <subfield code="o">oai:zenodo.org:5878817</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Würzburg University</subfield>
    <subfield code="a">Leonard Konle</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Relevance Scores in BERT Sequence Classification</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-spp_cls</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&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;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.5878816</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.5878817</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">poster</subfield>
  </datafield>
</record>
98
10
views
downloads
All versions This version
Views 9858
Downloads 106
Data volume 10.3 MB6.5 MB
Unique views 7950
Unique downloads 95

Share

Cite as