1.When I trained language translation model using Recurrent Neural networks,the model is predicting unknown to some words even if the words are present in the data set..
2.Model is translating wrong, even if the word is present in the data set
I am using Tensor flow 1.2 v and data set size 100 MB
hyper parameters:
hidden units=256
learning_rate = 5 e-3
batch_size = 64
epochs = 7000
Can any one please resolve me?