Title :
A neural network-assisted Japanese-English machine translation system
Author :
Law, Todd ; Itoh, Hidenori ; Seki, Hirohisa
Author_Institution :
Nagoya Inst. of Technol., Japan
Abstract :
Presents a hybrid machine translation system which combines the strengths of logic programming, procedural programming, and neural networks. The system is designed for Japanese to English translation of natural language sentences found in daily newspaper weather reports. The system is trained on one full year of weather reports, or over 1000 sentences. A second full year of weather reports is used to empirically evaluate the system.
Keywords :
language translation; languages; logic programming; neural nets; Japanese to English translation; daily newspaper weather reports; hybrid machine translation system; logic programming; natural language sentences; neural network-assisted Japanese-English machine translation system; procedural programming; Artificial intelligence; Artificial neural networks; Feedforward neural networks; Feeds; Knowledge representation; Logic programming; Natural languages; Neural networks; Programming profession; Vocabulary;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714330