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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-2906"> <Title>Resolving and Generating Definite Anaphora by Modeling Hypernymy using Unlabeled Corpora</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We demonstrate an original and successful approach for both resolving and generating definite anaphora. We propose and evaluate unsupervised models for extracting hypernym relations by mining co-occurrence data of definite NPs and potential antecedents in an unlabeled corpus. The algorithm outperforms a standard WordNet-based approach to resolving and generating definite anaphora. It also substantially outperforms recent related work using pattern-based extraction of such hypernym relations for coreference resolution.</Paragraph> </Section> class="xml-element"></Paper>