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Identifying semantic roles using Combinatory Categorial Grammar Export

In Proceedings of the 2003 conference on Empirical methods in natural language processing (2003), pp. 57-64.

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We present a system for automatically identifying PropBank-style semantic roles based on the output of a statistical parser for Combinatory Categorial Grammar. This system performs at least as well as a system based on a traditional Treebank parser, and outperforms it on core argument roles.


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