Title :
Evaluation of generality of inductive learning for preprocessing in machine translation
Author :
Nagashima, Yasuto ; Araki, Kenji ; Tochinai, Koji
Author_Institution :
Div. of Electron. & Inf. Eng., Hokkaido Univ., Sapporo, Japan
Abstract :
There are many machine translation systems recently. However, the results of these machine translation systems include various errors on a selection of translated word, a dependency relation and so on. The purpose of our research is to correct these errors automatically and improve the translation accuracy by preprocessing. This paper presents a method for preprocessing in machine translation system using inductive learning and results of evaluation experiment
Keywords :
language translation; learning by example; dependency relation; inductive learning; machine translation; Dictionaries; Error analysis; Error correction; Information analysis; Machine learning; Negative feedback;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.973035
