Conference paper Open Access

Towards Personalised Simplification based on L2 Learners' Native Language

Palmero Aprosio, Alessio; Menini, Stefano; Tonelli, Sara; Ducceschi, Luca; Herzog, Leonardo


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  <identifier identifierType="DOI">10.5281/zenodo.1565296</identifier>
  <creators>
    <creator>
      <creatorName>Palmero Aprosio, Alessio</creatorName>
      <givenName>Alessio</givenName>
      <familyName>Palmero Aprosio</familyName>
      <affiliation>FBK</affiliation>
    </creator>
    <creator>
      <creatorName>Menini, Stefano</creatorName>
      <givenName>Stefano</givenName>
      <familyName>Menini</familyName>
      <affiliation>FBK</affiliation>
    </creator>
    <creator>
      <creatorName>Tonelli, Sara</creatorName>
      <givenName>Sara</givenName>
      <familyName>Tonelli</familyName>
      <affiliation>FBK</affiliation>
    </creator>
    <creator>
      <creatorName>Ducceschi, Luca</creatorName>
      <givenName>Luca</givenName>
      <familyName>Ducceschi</familyName>
      <affiliation>University of Trento</affiliation>
    </creator>
    <creator>
      <creatorName>Herzog, Leonardo</creatorName>
      <givenName>Leonardo</givenName>
      <familyName>Herzog</familyName>
      <affiliation>University of Trento</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Towards Personalised Simplification based on L2 Learners' Native Language</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <dates>
    <date dateType="Issued">2018-11-27</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Text">Conference paper</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1565296</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1565295</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/h2020-simpatico-692819</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;We present an approach to automatic text simplification that addresses the need of L2 learners to take into account their native language during simplification, tuning the process to the similarities between L1 and L2. In particular, we develop a methodology that automatically identifies &amp;lsquo;difficult&amp;rsquo; terms (i.e. false friends) for L2 learners and simplifies them. We evaluate not only the quality of the detected false friends but also the impact of this methodology compared with a standard frequency-based approach to simplification.&lt;/p&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/H2020/692819/">692819</awardNumber>
      <awardTitle>SIMplifying the interaction with Public Administration Through Information technology for Citizens and cOmpanies</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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