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<Paper uid="W04-1012">
  <Title>Automatic Evaluation of Summaries Using Document Graphs</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> Summarization evaluation has been always a challenge to researchers in the document summarization field. Usually, human involvement is necessary to evaluate the quality of a summary.</Paragraph>
    <Paragraph position="1"> Here we present a new method for automatic evaluation of text summaries by using document graphs. Data from Document Understanding Conference 2002 (DUC-2002) has been used in the experiment. We propose measuring the similarity between two summaries or between a summary and a document based on the concepts/entities and relations between them in the text.</Paragraph>
  </Section>
class="xml-element"></Paper>