Identifying Semantic Roles Using Combinatory Categorial Grammar

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