--- id: 5e8f2f13c4cdbe86b5c72d9c title: 'Natural Language Processing With RNNs: Part 2' challengeType: 11 videoId: mUU9YXOFbZg dashedName: natural-language-processing-with-rnns-part-2 --- # --question-- ## --text-- Word embeddings are...: ## --answers-- an unordered group of encoded words that describes the frequency of words in a given document. --- a group of encoded words that preserves the original order of the words in a given document. --- a vectorized representation of words in a given document that places words with similar meanings near each other. ## --video-solution-- 3