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<?xml version="1.0" standalone="yes"?> <Paper uid="J04-4001"> <Title>Experiments using stochastic search for</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> 1. Overview </SectionTitle> <Paragraph position="0"> A central task for natural language generation (NLG) systems is to produce text that is coherent, in the sense in which (1a) is noticeably more coherent than (1b): 1. a. Elixir is a white cream.</Paragraph> <Paragraph position="1"> It is used in the treatment of cold sores.</Paragraph> <Paragraph position="2"> It contains aliprosan.</Paragraph> <Paragraph position="3"> Aliprosan relieves viral skin disorders.</Paragraph> <Paragraph position="4"> b. Elixir contains aliprosan.</Paragraph> <Paragraph position="5"> Viral skin disorders are relieved by aliprosan.</Paragraph> <Paragraph position="6"> Elixir is used in the treatment of cold sores.</Paragraph> <Paragraph position="7"> It is a white cream.</Paragraph> <Paragraph position="8"> We can observe various ways in which text organization influences coherence: the sequence in which certain facts are presented, the order in which entities are mentioned in a clause, and the possibilities available for identifying the intended reference of pronouns. Generally, (1a) seems to conform better to a reader's expectations of what will be referred to next and of how to resolve underspecified referring expressions, [?] Department of Computing, Goldsmiths College, University of London, London SE14 6NW, U. K. E-mail: r.kibble@gold.ac.uk</Paragraph> </Section> class="xml-element"></Paper>