<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="/oai-pmh.xsl"?>
<OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd">
  <responseDate>2026-09-19T02:35:13Z</responseDate>
  <request identifier="oai:www.ideals.illinois.edu:2142/81592" metadataPrefix="etdms" verb="GetRecord">https://www.ideals.illinois.edu/oai-pmh</request>
  <GetRecord>
    <record>
      <header>
        <identifier>oai:www.ideals.illinois.edu:2142/81592</identifier>
        <datestamp>2023-07-11</datestamp>
        <setSpec>col_2142_5131</setSpec>
        <setSpec>col_2142_10761</setSpec>
        <setSpec>com_2142_5130</setSpec>
        <setSpec>com_2142_10755</setSpec>
        <setSpec>com_2142_234</setSpec>
      </header>
      <metadata>
        <thesis xmlns="http://www.ndltd.org/standards/metadata/etdms/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dc="http://purl.org/dc/elements/1.1/" xsi:schemaLocation="http://www.ndltd.org/standards/metadata/etdms/1.1/ http://www.ndltd.org/standards/metadata/etdms/1.1/etdms11.xsd http://purl.org/dc/elements/1.1/ http://www.ndltd.org/standards/metadata/etdms/1.1/etdmsdc.xsd">
          <dc:contributor>Roth, Dan</dc:contributor>
          <dc:creator>Even-Zuhar, Yair</dc:creator>
          <dc:date>2015-09-25T20:19:23Z</dc:date>
          <dc:date>2015-09-25T20:19:23Z</dc:date>
          <dc:date>10000-01-01</dc:date>
          <dc:date>2001</dc:date>
          <dc:date>2001</dc:date>
          <dc:description>This thesis presents theoretical and empirical arguments for the advantages of using: (i) Sentence structure. (ii) The Sequential Model . Empirical arguments are given using word-prediction and part of speech tagging tasks. Theoretical arguments present this thesis as an extension of the current classification methods which aim at disambiguating among many classes.</dc:description>
          <dc:description>Made available in DSpace on 2015-09-25T20:19:23Z (GMT). No. of bitstreams: 2
license.txt: 4848 bytes, checksum: 96035ab3f5e1c23cc7138a224ce498bd (MD5)
3030430.pdf: 7275176 bytes, checksum: 20d1bcf94234cc3bc6f7f8cad0cbb8bb (MD5)
  Previous issue date: 2001</dc:description>
          <dc:description>Embargo set by: Seth Robbins for item 82873
Lift date: Forever
Reason: Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs</dc:description>
          <dc:description>Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs</dc:description>
          <dc:description>U of I Only</dc:description>
          <dc:description>148 p.</dc:description>
          <dc:description>Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 2001.</dc:description>
          <dc:identifier>http://hdl.handle.net/2142/81592</dc:identifier>
          <dc:identifier>(MiAaPQ)AAI3030430</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:subject>Language, Linguistics</dc:subject>
          <dc:title>Multi-Class Classification in Natural Language Processing</dc:title>
          <dc:type>text</dc:type>
          <degree>
            <department>Computer Science</department>
            <discipline>Computer Science</discipline>
            <grantor>University of Illinois at Urbana-Champaign</grantor>
            <level>Dissertation</level>
            <name>Ph.D.</name>
          </degree>
        </thesis>
      </metadata>
    </record>
  </GetRecord>
</OAI-PMH>
