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Latent Semantic Analysis (LSA) is a technique in natural language processing that leverages Singular Value Decomposition (SVD) to analyze relationships between a set of documents and the terms they contain. It identifies patterns in the data and improves information retrieval by capturing the latent structure in term-document matrices. In this ...
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