Can I read A Learning Approach to Shallow Parsing on EtoBox?

A Learning Approach to Shallow Parsing by Muñoz, Marcia; Punyakanok, Vasin; Roth, Dan; Zimak, Dav is a scholarly article available to read on EtoBox.

What is A Learning Approach to Shallow Parsing about?

A SNoW based learning approach to shallow parsing tasks is presented and studied experimentally. The approach learns to identify syntactic patterns by combining simple predictors to produce a coherent inference. Two instantiations of this approach are studied and experimental results for Noun-Phrases (NP) and Subject-Verb (SV) phrases that compare favorably with the best published results are presented. In doing that, we compare two ways of modeling the problem of learning to recognize patterns and suggest that shallow parsing patterns are better learned using open/close predictors than using inside/outside predictors.

Author

Muñoz, Marcia; Punyakanok, Vasin; Roth, Dan; Zimak, Dav

Published

2000

Language

EN