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<?xml version="1.0" standalone="yes"?> <Paper uid="P92-1006"> <Title>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 p~'obabilistic prediction to predict which grammar rules are likely to lead to an acceptable parse of the input. Using a suboptimal search method, &quot;Picky significantly reduces the number of edges produced by CKY-like chart parsing algorithms, while maintaining the robustness of pure bottom-up parsers and the accuracy of existing probabilistic parsers. Experiments using Picky demonstrate how probabilistic modelling can impact upon the efficiency, robustness and accuracy of a parser.</Paragraph> </Section> class="xml-element"></Paper>