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<?xml version="1.0" standalone="yes"?> <Paper uid="C96-1095"> <Title>Towards a More Careful Evaluation of Broad Coverage Parsing Systems</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Since treebanks have become available to researchers a wide variety of techniques has been used to make broad coverage parsing systems. This makes quantitative evaluation very important, but the current evaluation methods have a number of drawbacks such as arbitrary choices in the treebank and the difficulty in measuring statistical significance. We suggest a more detailed method for testing a parsing system using constituent boundaries, with a number of measures that give more information than current measures, and evaluate the quality of the test. We also show that statistical significance cannot be calculated in a straight-forward way, and suggest a calculation method for the case of Bracket Recall.</Paragraph> </Section> class="xml-element"></Paper>