Understanding Recurrent Neural Networks

What are the main differences between Artificial Neural Networks and Recurrent Neural Networks in terms of architecture?

What are the advantages of Bidirectional Recurrent Neural Networks?

What are the drawbacks of Bidirectional Recurrent Neural Networks?

What are the types of Bidirectional RNNs?

What are the evaluation metrics for traditional language modeling?

What is the limitation of a typical state in an RNN?

What is the significance of capturing both past and future events in RNNs?

Fill in the blank: I am ___.

Fill in the blank: I am ___ hungry.

Fill in the blank: I am ___ hungry, and I can eat half a pig.