Skeletons in the Parser: Using a Shallow Parser to Improve Deep Parsing
Abstract
We describe a simple approach for integrating shallow and deep parsing. We use phrase structure bracketing obtained from the Collins parser as filters to guide deep parsing. Our experiments demonstrate that our technique yields substantial gains in speed along with modest improvements in accuracy.
Document Details
- Document Type
- Technical Report
- Publication Date
- Aug 01, 2004
- Accession Number
- ADA454820
Entities
People
- Daniel Gildea
- James F. Allen
- Mary Swift
Organizations
- University of Rochester