Question 8

8. Which of the following is/are true?

In CBOW architecture, the input layer is the context i.e., the surrounding

words (both to the left and right) of the target word is used to predict the

target (middle) word.

In CBOW architecture the input layer is the middle word and is used to

predict the context i.e., the words to the left and right of the target word.

In CBOW architecture, the weights between the hidden layer and the output

layer represent the learned contextual representations of the words in the

vocabulary.