Title :
English to Bangla Translation in Structural Way Using Neural Network
Author :
Hossain, Md Mokammal ; Ahmed, Khandakar Entenam Unayes ; Uddin, Ahmed Rakib
Author_Institution :
Comput. Sci. & Eng., Shahjalal Univ. of Sci. & Technol., Sylhet, Bangladesh
Abstract :
In the field of Computer Science, neural networks are being implemented to solve problems more reliably and accurately. To serve artificial intelligence, computer program using neural can be one of the effective solution. So a program can be learned, trained up and after a certain stage it will able to take applicable decisions. This makes our works performing in reachable and well accepted dynamically. Natural language translating, by using traditional method is irked, time taking & quite undone. Neural network has a vast opportunity in this field as it can learn by itself and after a certain point of training it will act as a perfect solution for natural language translating. In this paper, we have given a new approach for translating English sentence to Bengali using neural network.
Keywords :
language translation; learning (artificial intelligence); natural language processing; neural nets; English-Bangla translation; artificial intelligence; computer program; natural language translating; neural network; Artificial intelligence; Artificial neural networks; Computer network reliability; Computer science; Feedforward neural networks; Hopfield neural networks; Natural languages; Neural networks; Recurrent neural networks; Reliability engineering; FF- FeedForward; Neural Network; SS-Sentence structure; connection weight; input pattern; output pattern;
Conference_Titel :
Information and Multimedia Technology, 2009. ICIMT '09. International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-0-7695-3922-5
DOI :
10.1109/ICIMT.2009.84