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<?xml version="1.0" standalone="yes"?> <Paper uid="P05-1070"> <Title>Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation</Title> <Section position="7" start_page="571" end_page="571" type="concl"> <SectionTitle> 6 Conclusion </SectionTitle> <Paragraph position="0"> In the paper, we proposed a novel domain independent instance-based sentence boundary determination algorithm that is capable of balancing a comprehensive set of generation capability, sentence complexity, and quality related constraints. This is the first domain-independent algorithm that possesses many desirable properties, including balancing a system's generation capabilities, maintaining semantic cohesion and cross sentence coherence, and preventing severe syntactic and lexical realization failures. Our evaluation results also demonstrate the superiority of the approach over a representative domain independent sentence boundary solution.</Paragraph> </Section> class="xml-element"></Paper>