Title :
The Rapid Transplant from English Chunking to Chinese One
Author :
Liang, Ying-Hong ; Li, Jin-xiang ; Zhang, Chun-xiang ; Wang, De-peng
Author_Institution :
Sch. of Comput. Eng., Suzhou Vocational Univ., Suzhou, China
Abstract :
Most of the methods of Chinese chunking are to re-realize the method of English chunking so as to identify Chinese phrases, which is not only waste manpower but also waste time. In this paper, a multi-agent strategy for English chunking is proposed first, whose Fß-1 value reaches 95.70%,which is higher than other else methods. Next, through replacing the English part of speech , phrase tags and repository by Chinese ones, at the same time, shielding some thread (the time for revising program is no more than one hour ) , the program that is used for English chunking (eleven phrases), however, identified Chinese phrases (seven phrases) triumphantly. The Fß-1 value of Chinese chunking achieves 95.82%. This technology improves the efficiency of Chinese chunking and gives a new thought for Chinese chunking.
Keywords :
multi-agent systems; text analysis; Chinese chunking; Chinese phrases; English chunking; multi-agent strategy; Data mining; Electronic mail; Learning systems; Speech; Statistical analysis; Support vector machines; Rapid Transplant; chunking; multi-agent;
Conference_Titel :
Information Engineering, 2009. ICIE '09. WASE International Conference on
Conference_Location :
Taiyuan, Chanxi
Print_ISBN :
978-0-7695-3679-8
DOI :
10.1109/ICIE.2009.170
