This program requires more time and focus because of the concepts of linguistics involved. The best way to grasp the algorithm is to run it in order.
Google Translate offers two translation methods, as shown in the following code:
#print('Phrase-Based Machine Translation(PBMT)model:base'): #m='base'print('Neural Machine Translation model:nmt')
These are explained as follows:
- Phrase-Based Machine Translation (PBMT): This translates the whole sequence of words. The phrase or rather phraseme (multi-word expression) is not always quite a sentence.
- Neural Machine Translation (NMT): This uses neural networks such as Recurrent Neural Network (RNN), which will be detailed ...