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<?xml version="1.0" standalone="yes"?> <Paper uid="P92-1029"> <Title>Association-based Natural Language Processing with Neural Networks</Title> <Section position="2" start_page="0" end_page="0" type="intro"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper describes a natural language processing system reinforced by the use of association of words and concepts, implemented as a neural network. Combining an associative network with a conventional system contributes to semantic disambiguation in the process of interpretation. The model is employed within a kana-kanji conversion system and the advantages over conventional ones are shown.</Paragraph> </Section> class="xml-element"></Paper>