DocumentCode :
389510
Title :
To define the feature function in extracting Japanese-Chinese bilingual word pairs using maximum entropy modeling
Author :
Li, Taihao ; Ren, Fuji ; Kuroiwa, Shingo ; Kita, Kenji
Author_Institution :
Tokushima Univ., Japan
Volume :
3
fYear :
2002
fDate :
6-9 Oct. 2002
Abstract :
We present an approach to construct a translation dictionary used in multilingual natural language processing such as machine translation. We use a learning and extracting method of bilingual word pairs from parallel corpora using the maximum entropy modeling. We are doing the experiment in Japanese and Chinese parallel corpora.
Keywords :
computational linguistics; dictionaries; language translation; learning (artificial intelligence); maximum entropy methods; natural languages; Japanese Chinese parallel corpora; Japanese-Chinese bilingual word pairs; experiment; feature function; learning; machine translation; maximum entropy modeling; multilingual natural language processing; translation dictionary; Dictionaries; Entropy; Feature extraction; IP networks; Information retrieval; Internet; Natural language processing; Natural languages; Probability distribution; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-7437-1
Type :
conf
DOI :
10.1109/ICSMC.2002.1176054
Filename :
1176054
Link To Document :
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