text embedding-ai exercise
SVD on Text Embedding- AI Exercise
In this article you would find points to solve an exercise in AI in which further reduction of dimension shall be validated. The aim of this Exercise is to study text data in lower dimensions with text data represented in word embeddings. Compute the SVD of the matrix to analyze the impacts of using SVD on text data in word embedding form. Doing this you may know which concept or combination of concepts are enough to define, it also lets you understand the meaning of SVD on top of average text embeddings. To answer that SVD on top of embedding is required or not in your problem.