In the context of neural machine translation, what is the 'Attention Mechanism' designed to solve?

1. ক
   The vanishing gradient problem in RNNs
   
2. খ
   The difficulty of encoding long sentences into a fixed-length vector
   
3. গ
   The need for large amounts of parallel corpora
   
4. ঘ
   The slow speed of training deep neural networks