Paper: Skeletons In The Parser: Using A Shallow Parser To Improve Deep Parsing

ACL ID C04-1055
Title Skeletons In The Parser: Using A Shallow Parser To Improve Deep Parsing
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2004
Authors

We describe a simple approach for integrating shallow and deep parsing. We use phrase struc- ture bracketing obtained from the Collins parser as filters to guide deep parsing. Our exper- iments demonstrate that our technique yields substantial gains in speed along with modest improvements in accuracy.