DocumentCode :
2541555
Title :
Term Translation Based on Head-Driven Method
Author :
Ma, Lili ; Cai, Dongfeng ; Zhou, Lanhai ; Ye, Na
Author_Institution :
Knowledge Eng. Res. Center, Shenyang Inst. of Aeronaut. Eng., Shenyang, China
fYear :
2009
fDate :
4-6 Nov. 2009
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes a method which is aimed to translate English patent terms into Chinese based on head-driven method. Firstly, word alignment information and English NP parse tree are formed. The corresponding relation between word alignment information and syntactic structure which is built using restrict of head. The NP translation pattern database is formed as the gist of term reordering. Then the intermediate result is translated using statistical method. The best result is chose according to mutual information between each modifier and head. Experimental results show the significant improvements over the current phrase-base SMT system.
Keywords :
language translation; natural language processing; statistical analysis; word processing; Chinese language; English NP parse tree; English language; English patent term; SMT system; head-driven method; machine translation; statistical method; term reordering; term translation; word alignment information; Aerospace engineering; Databases; Knowledge engineering; Magnetic heads; Neural networks; Pediatrics; Skeleton; Statistical analysis; Switches; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4199-0
Type :
conf
DOI :
10.1109/CCPR.2009.5344023
Filename :
5344023
Link To Document :
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