Matrix Factorization and Topic Modeling

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Questions and Answers

What is the process referred to as when leveraging the correlations in a document-term matrix to create a low-dimensional representation of the data?

dimensionality reduction

What can almost all dimensionality reductions of this type be expressed as?

low-rank factorizations of the document-term matrix

How many words are in the toy corpus lexicon?

seven

What are the first three words in the lexicon related to?

<p>the topic of cats</p> Signup and view all the answers

What is the term used to describe a word with multiple meanings?

<p>polysemous</p> Signup and view all the answers

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