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...International journal of scientific technology research volume issue november issn hindi english neural machine translation using attention model charu verma aarti singh swagata seal varsha iti mathur abstract is the technique in which system translate text from source natural language to target so that original message retained deep networks are capable models achieved malicious achievement on challenging learning tasks such as visual object recognition and speech work well whenever large amount training sets available this paper represent at parallel corpus supervised algorithm applied with one recurrent network map input sequence a vector fixed dimensionality another decode show how better way data index terms lstm introduction procedure for submission solve particular problem people need discuss or share loung et al showed based techniques their ideas but understanding big gap improving quality nmt provides access information written an cho elaborated different properties unknown r...