DocumentCode
1662434
Title
The Syntactic Features and Identification Analysis of "Planting" Verb Metaphors
Author
Wang, Zhimin ; Jia, Yuxiang ; He, Li
Author_Institution
Beijing Language & Culture Univ., Beijing, China
Volume
3
fYear
2011
Firstpage
185
Lastpage
188
Abstract
This paper explores the rules of the construction and the syntactic features of the "planting" verbal metaphors, with the detailed analysis on syntax, semantics and constitute of the verbal metaphorical expression. Furthermore, we extract the key features to distinguish the verbal metaphors based on the differences between the verbal metaphorical expressions and the literal meanings, and apply the machine learning method to the identification of the verbal metaphor. The experiments show that verbal metaphor has its own unique features on syntax. It would greatly improve the performance of the machine learning models with the addition of these features. Lastly, this method could be extended to other kinds of verbal metaphor.
Keywords
computational linguistics; learning (artificial intelligence); machine learning method; metaphor constitution; metaphor semantics; metaphor syntax; planting verbal metaphor; verbal metaphorical expression; Context; Feature extraction; Heart; Pragmatics; Semantics; Support vector machines; Syntactics; machine learning; metaphor recognition; metaphorical mapping; syntactic features;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
Conference_Location
Lyon
Print_ISBN
978-1-4577-1373-6
Electronic_ISBN
978-0-7695-4513-4
Type
conf
DOI
10.1109/WI-IAT.2011.16
Filename
6040836
Link To Document