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The video tutorial from Cohere AI discusses word and sentence embeddings, which are essential for large language models. These embeddings translate words and sentences into numerical representations, allowing computers to process language. Words are mapped to lists of numbers through a computer, typically using a neural network that analyzes context—words appearing together in similar contexts are grouped closer together in the numerical space. This automated process does not rely on human interpretation. As a result, both word and sentence embeddings yield meaningful numerical representations that enhance the understanding of language by computers.
