Embeddings

5.6 Visualizing embeddings

1. What are three ways to visualize embeddings?
   List a word’s nearest neighbors by cosine (e.g. frog → frogs, toad, rana, lizard…); hierarchical clustering of embedding vectors; and projecting the high-dimensional vectors down to 2 dimensions with a method like t-SNE.
   • Jurafsky & Martin, Speech and Language Processing, 3rd ed. draft, ch. 5, §5.6, pp. 142–143