Latent Semantic Analysis


The LSA is unable to explicitly capture multiple senses of a word, nor does it take into account that every word occurrence is typically intended to refer to only one meaning at a time. So the LSA can not address the polysem problem, but the synonym problem can be addressed by this model.
LSA
LSA2

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