Semantic role labeling using Chinese dependency parsing tree

Author

Wang Hongling ; Yuan Xiaohong ; Zhou Guodong

Author_Institution

Jiangsu Provincial Key Lab. for Comput. Inf. Process. Technol., Soochow Univ., Suzhou, China

Volume

3

fYear

2009

fDate

20-22 Nov. 2009

Firstpage

589

Lastpage

593

Abstract

Although recent years have seen much progress in semantic role labeling in English, only a little research focuses on Chinese dependency relationship. This paper presents an SRL system on Chinese dependency relation by using the similar method in an English SRL system. We also explore dependency-based predicate analysis in Chinese SRL. We perform our experiments on two datasets. Our results show that dependency-based Chinese SRL is not only feasible but also superior to the constituent-based SRL in some respects.

Keywords

grammars; natural language processing; Chinese SRL system; English SRL system; dependency parsing tree; semantic role labeling; Computer science; Data mining; Educational programs; Feature extraction; Gold; Information processing; Labeling; Natural languages; Performance analysis; Semantic role labeling; constituent parsing; dependency parsing; predicate labeling;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on

Conference_Location

Shanghai

Print_ISBN

978-1-4244-4754-1

Electronic_ISBN

978-1-4244-4738-1

Type

conf

DOI

10.1109/ICICISYS.2009.5358108

Filename

5358108