What is meant by “word vector”?1 pointThe latitude and longitude of the place a word originated.Assigning a corresponding number to each word.A vector consisting of all words in a vocabulary.A vector of numbers associated with a word.
Question
What is meant by “word vector”?1 pointThe latitude and longitude of the place a word originated.Assigning a corresponding number to each word.A vector consisting of all words in a vocabulary.A vector of numbers associated with a word.
Solution
A word vector, also known as a word embedding, is a vector of numbers associated with a word. This concept is used in natural language processing and machine learning. Each word in the vocabulary is represented as a vector in a high-dimensional space. These vectors are created in such a way that words with similar meanings are located close to each other in this space. This allows algorithms to understand semantic relationships between words.
Similar Questions
Question 2Which word is a synonym for “word vector”?1 pointArrayEmbeddingStackNorm
What is the goal of learning word vectors?1 pointFind the hidden or latent features in a text.Given a word, predict which words are in its vicinity.Labelling a text corpus, so a human doesn’t have to do it.Determine the vocabulary in the codebook.
What is a vector?Read this to meA vector is a quantity that has only has a magnitude and not a direction (other than possibly a negative sign)A vector is a quantity that has only a direction (not a magnitude)A vector is a quantity that has both a magnitude and a direction.A vector is the same type of quantity as a scalar.I don't know
Question 3What is the term for a set of vectors, with one vector for each word in the vocabulary?1 pointSpaceCodebookArrayEmbedding
What is text vector representation?
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