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An illustration of the training and inference processes of the paragraph2vec model. During the training process, sentences are used to generate the sentence embeddings model, and phrases are used to generate the phrase embeddings model, respectively. During the inference process, embeddings of phrases in psychiatric notes are generated based on the sentence and phrase embeddings models, respectively.
