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  <doc>
    <id>29074</id>
    <completedYear/>
    <publishedYear>2022</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>10</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject_ref</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2022-07-04</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Interpreting Emoji with Emoji: 🏖️ =&gt; ☀️😎🌊</title>
    <abstract language="eng">We study the extent to which emoji can be used to add interpretability to embeddings of text and emoji. To do so, we extend the POLAR-framework that transforms word embeddings to interpretable counterparts and apply it to word-emoji embeddings trained on four years of messaging data from the Jodel social network. We devise a crowdsourced human judgement experiment to study six usecases, evaluating against words only, what role emoji can play in adding interpretability to word embeddings. That is, we use a revised POLAR approach interpreting words and emoji with words, emoji or both according to human judgement. We find statistically significant trends demonstrating that emoji can be used to interpret other emoji very well.</abstract>
    <parentTitle language="eng">5th International Workshop on Emoji Understanding and Applications in Social Media 2022</parentTitle>
    <identifier type="url">https://aiisc.ai/emoji2022/#section-agenda</identifier>
    <enrichment key="BTU">an der BTU erstellt / created at BTU</enrichment>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
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    <enrichment key="Fprofil">4 Künstliche Intelligenz und Sensorik / Artificial Intelligence and Sensor Technology</enrichment>
    <author>
      <firstName>Jens Helge</firstName>
      <lastName>Reelfs</lastName>
    </author>
    <submitter>
      <firstName>Katrin</firstName>
      <lastName>Willhöft</lastName>
    </submitter>
    <author>
      <firstName>Timon</firstName>
      <lastName>Mohaupt</lastName>
    </author>
    <author>
      <firstName>Sandipan</firstName>
      <lastName>Sikdar</lastName>
    </author>
    <author>
      <firstName>Markus</firstName>
      <lastName>Strohmaier</lastName>
    </author>
    <author>
      <firstName>Oliver</firstName>
      <lastName>Hohlfeld</lastName>
    </author>
    <collection role="institutes" number="1203">FG Rechnernetze und Kommunikationssysteme</collection>
  </doc>
</export-example>
