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Can subcategorisation probabilities help a statistical parser


Author(s) : Ted Briscoe Guido Minnen John Carroll, 
Publisher : N/A
Publication Date : 1998
ISSN : N/A
Abstract : Research into the automatic acquisition of lex-ical information from corpora is starting to produce large-scale computational lexicons con-taining data on the relative frequencies of sub-categorisation alternatives for individual verbal predicates. However, the empirical question of whether this type of frequency information can in practice improve the accuracy of a statisti-cal parser has not yet been answered. In this paper we describe an experiment with a wide-coverage statistical grammar and parser for En-glish and subcategorisation frequencies acquired from ten million words of text which shows that this information can significantly improve parse accuracy 1. 1,