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<Paper uid="E06-2013">
  <Title>Automatic Annotation for All Semantic Layers in FrameNet</Title>
  <Section position="8" start_page="137" end_page="137" type="concl">
    <SectionTitle>
6 Conclusion and Future Work
</SectionTitle>
    <Paragraph position="0"> We have described a system that reconstructs all semantic layers in FrameNet: in addition to the traditional task of building the FE layer, it marks up support expressions, aspectual particles, copulas, null arguments, and slot filling information (GOV/X). As far as we know, no previous system has addressed these tasks.</Paragraph>
    <Paragraph position="1"> In the future, we would like to study how the information provided by the additional layers influence the performance of the traditional task for a semantic parser. FE identification, especially for noun and adjective target words, may be made easier by knowledge of the additional layers. As mentioned above, if a support verb is present, its dependents are arguments of the predicate. The same holds for copular verbs. GOV/X nodes also restrict where FEs may occur. In addition, support verbs (such as &amp;quot;perform&amp;quot; or &amp;quot;undergo&amp;quot; an operation) may be beneficial when determining the relationship between the FE and the predicate, that is when assigning semantic roles.</Paragraph>
  </Section>
class="xml-element"></Paper>