DocumentCode
532909
Title
Chinese base-NP recognition with HMSVM method
Author
Hui, Qi ; Zhong-Hua, Wang
Author_Institution
Dept. of Comput., Taiyuan Normal Univ., Taiyuan, China
Volume
15
fYear
2010
fDate
22-24 Oct. 2010
Abstract
It is important to recognize the base-NP in the field of natural language processing. At first, the paper defines Chinese base-NP from the linguistic standpoint, then a sequence labeling model and the formulation of the learning problem are introduced for Chinese base-NP problem. At last, Hidden Markov Support Vector Machines is introduced to solve the sequence labeling problem. The experiment shows a satisfactory precision and recall.
Keywords
hidden Markov models; learning (artificial intelligence); linguistics; natural language processing; support vector machines; Chinese base-NP recognition; hidden Markov support vector machines; learning problem; linguistics; natural language processing; sequence labeling model; Artificial neural networks; Hidden Markov models; Support vector machines; Base-NP; HMSVM; boundary recognition; label sequence learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5622518
Filename
5622518
Link To Document