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NLP. Quiz 6
Recurrent Neural Networks and Language Models
What the Perplexity is?
What is possible way to avoid vanishing/exploding gradients? What is a good indicator for such a problem?
What is a key idea behind the introduction of Bidirectional RNN in classification task?
What will be the cost function of Bidirectional Deep RNN
Exactly the same as in one directional RNN.
Sum of two cost function in direct and inverse order
Exactly the same as in one directional RNN. But partial derivatives calculates differently depends on direction
Considering Beam Search with beam size of 3. What is the result sequence? What is the result sequence with beam size of 2?
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