ismail-6/Machine-Translation-Using-Attention

Translate English sentence into Hindi sentence. using attention model, train the model with dataset consists of 2700 pairs of sentences.

Machine Translation Using Attention

using attention model,translate english sentence to hindi sentence

Attention Model

attention mechanism mainly consists of three parts 1)encoder 2)attention layer 3)decoder

Dataset

https://www.kaggle.com/kkhandekar/hindi-english-sentence-pairs

Dataset consits of 2774 pairs of english-hindi sentences

References:

https://www.tensorflow.org/tutorials/text/nmt_with_attention