Which of the following statements a), b) or c) is false?
A) RNNs for text sequences take into account the relationships among the earlier and later parts of a sequence.
B) When determining the meaning of text there can be many words to consider and an arbitrary number of words in between them.
C) A Long Short-Term Memory (LSTM) layer makes a neural network convolutional and is optimized to handle learning from sequences.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

A and B are true statements about RNNs and the handling of text sequences. However, statement C is false as a LSTM layer makes a neural network recurrent (not convolutional) and is optimized specifically for learning long-term dependencies in sequential data.

Which of the Following Statements A), B) or C) Is