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  <titleInfo>
    <title>Towards neural-symbolic coherence in Urdu language visual question answering</title>
  </titleInfo>
  <name type="personal">
    <namePart>Sohail Ashraf (57440)</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
    </role>
  </name>
  <typeOfResource>text</typeOfResource>
  <originInfo>
    <place>
      <placeTerm type="text">Islamabad</placeTerm>
    </place>
    <publisher>(unpublished)</publisher>
    <dateIssued>2025</dateIssued>
    <issuance>monographic</issuance>
  </originInfo>
  <physicalDescription>
    <extent>63 p. : ill., Col. ; 30 cm. +CD</extent>
  </physicalDescription>
  <note>Submitted in fulfillment of the requirement for the degree of Master of Science in Data Sciences to the Faculty of Riphah Institute of System Engineering</note>
  <note>Includes bibliographical references.</note>
  <note>Thesis supervisor: Dr. Ahthasham Sajid </note>
  <note>Thesis (MS)--Riphah International University, 2025</note>
  <note>English</note>
  <subject>
    <topic>Data Science</topic>
    <topic>Neural networks</topic>
    <topic>Urdu clevr dataset</topic>
    <topic>VQA datasets</topic>
    <topic>Datasets development process</topic>
    <topic>Training dataset</topic>
    <topic>VisualBERT model</topic>
    <topic>LXMERT model</topic>
    <topic>ViLT model</topic>
    <topic>CLEVR dataset</topic>
    <topic>RISE</topic>
  </subject>
  <classification authority="ddc">005.8 SOH</classification>
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    <recordChangeDate encoding="iso8601">20260521141840.0</recordChangeDate>
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