I have been working on my NLP with TensorFlow assignment and unfortunately could not manage an accuracy of 72%. Here is the structure of my function. I tried with more than 1 LSTM layers. Also played with LSTM unit numbers as well as embedding layer output dimension. Even tried a dropout layer. Here is my code. Any ideas to improve the model? :
Hello everyone. I just solved my own question. I think I should delete it from as it is somehow including the answer. I just modified/reduced my learning_rate. Kind Regards. TB