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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-2310"> <Title>Anaphora Resolution in Multi-Person Dialogues</Title> <Section position="5" start_page="0" end_page="0" type="evalu"> <SectionTitle> 3 Results </SectionTitle> <Paragraph position="0"> We used our system for anaphora resolution in the following types of dialogue corpora: * Dialogues written manually, woven broadly in a student environment * Fragments from the plays by the writer G. B. Shaw Our System gave nearly 65% accuracy on Shaw's plays and almost 80% accuracy on our own &quot;hand crafted&quot; dialogues [Table:1]. In the table, the name &quot;hand-crafted dialogues&quot; refers to sample dialogues that the authors wrote themselves to test the performance of the system.</Paragraph> <Paragraph position="1"> The genetic algorithms that we use help in fine-tuning weights according to the particular corpus, and show appreciable increase in accuracy.</Paragraph> </Section> class="xml-element"></Paper>