(Choose 1 answer)
You have finished training a language model RNN and are using it to sample random sentences, as follows:
A s4
B. s2
C. s3
D. s1
a<0>
a<1>
<1>
<2>
<3>
<Ty>
↑
a<2>
a<3>
a<Ty>
x<1>
<1>
<2>
<Tx-1>
What are you doing at each time step t, choose the correct statement
s1) (i) Use the probabilities output by the RNN to pick the highest probability word for that time-step as y<t>. (ii) Then pass the ground-truth word from the training set to the next time-step.
s2) (i) Use the probabilities output by the RNN to randomly sample a chosen word for that time-step as y<t>. (ii) Then pass the ground-truth word from the training set to the next time-step.
s3) (i) Use the probabilities output by the RNN to pick the highest probability word for that time-step as y<t. (ii) Then pass this selected word to the next
Exit 30
