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Parser Evaluation: a Survey and a New Proposal

by: John Carroll, Ted Briscoe, and Antonio Sanfilippo
In: Proc. LREC98 (1998) .
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Abstract

We present a critical overview of the state-of-the-art in parser evaluation methodologies and metrics. A discussion of their relative strengths and weaknesses motivates a new --- and we claim more informative and generally applicable --- technique of measuring parser accuracy, based on the use of grammatical relations. We conclude with some preliminary results of experiments in which we use this new scheme to evaluate a robust parser of English.

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