Question 7

7. Which of the following characteristics do word embeddings aim to

capture? 2 Marks

Dense representations of words that capture underlying factors or features.

Contextual information and syntactic representation but not the semantic

representation of words.

Relationships and associations between words.

Reduce the density and increase the sparsity of the embedding.