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lsemantica: A command for text similarity based on latent semantic analysis

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DataCite Commons2024-02-28 更新2024-07-03 收录
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In this article, I present the lsemantica command, which implements latent semantic analysis in Stata. Latent semantic analysis is a machine learning algorithm for word and text similarity comparison and uses truncated singular value decomposition to derive the hidden semantic relationships between words and texts. lsemantica provides a simple command for latent semantic analysis as well as complementary commands for text similarity comparison.
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2024-02-28
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