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<?xml version="1.0" standalone="yes"?> <Paper uid="H92-1025"> <Title>Probabilistic Prediction and Picky Chart Parsing*</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> ABSTRACT </SectionTitle> <Paragraph position="0"> This paper describes Picky, a probabilistic agenda-based chart parsing algorithm which uses a technique called probabilistic prediction to predict which grammar rules are likely to lead to an acceptable parse of the input. In tests on randomly selected test data, &quot;Picky generates fewer edges on average than other CKY-like algorithms, while achieving 89~ first parse accuracy and also enabling the parser to process sentences with false starts and other minor disfluencies. Further, sentences which are parsed completely by the probabilistic prediction technique have a 97~0 first parse accuracy.</Paragraph> </Section> class="xml-element"></Paper>