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DISSECT toolkit documentation

Dinu, Georgiana; Pham, Nghia The; Baroni, Marco


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  <identifier identifierType="DOI">10.5281/zenodo.3368838</identifier>
  <creators>
    <creator>
      <creatorName>Dinu, Georgiana</creatorName>
      <givenName>Georgiana</givenName>
      <familyName>Dinu</familyName>
      <affiliation>University of Trento</affiliation>
    </creator>
    <creator>
      <creatorName>Pham, Nghia The</creatorName>
      <givenName>Nghia The</givenName>
      <familyName>Pham</familyName>
      <affiliation>University of Trento</affiliation>
    </creator>
    <creator>
      <creatorName>Baroni, Marco</creatorName>
      <givenName>Marco</givenName>
      <familyName>Baroni</familyName>
      <affiliation>University of Trento</affiliation>
    </creator>
  </creators>
  <titles>
    <title>DISSECT toolkit documentation</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2015</publicationYear>
  <dates>
    <date dateType="Issued">2015-04-10</date>
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  <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>
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  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;HTML Documentation&amp;nbsp; for the DISSECT toolkit, available at &lt;a href="https://github.com/composes-toolkit/dissect"&gt;https://github.com/composes-toolkit/dissect&lt;/a&gt;. The associated paper is:&lt;/p&gt;

&lt;p&gt;G. Dinu, N. Pham and M. Baroni. 2013. &lt;a href="http://marcobaroni.org/publications/acl2013/dinu-etal-dissect-acl2013.pdf"&gt;DISSECT: DIStributional SEmantics Composition Toolkit.&lt;/a&gt; Proceedings of the System Demonstrations of ACL 2013 (51st Annual Meeting of the Association for Computational Linguistics), East Stroudsburg PA: ACL, 31-36.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Abstract: &lt;/strong&gt;We introduce DISSECT, a toolkit to build and explore computational models of word, phrase and sentence meaning based on the principles of distributional semantics. The toolkit focuses in particular on compositional meaning, and implements a number of composition methods that have been proposed in the literature. Furthermore, DISSECT can be useful to researchers and practitioners who need models of word meaning (without composition) as well, as it supports various methods to construct distributional semantic spaces, assessing similarity and even evaluating against benchmarks, that are independent of the composition infrastructure.&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/FP7/283554/">283554</awardNumber>
      <awardTitle>Compositional Operations in Semantic Space</awardTitle>
    </fundingReference>
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