A method and device for text emotion analysis, a computer apparatus and a storage medium. The method comprises: acquiring a first text on a specified platform; constructing word embeddings for respective statements contained in the first text; and inputting the respective constructed word embeddings to a text emotion analysis model so as to output emotional tags of the respective word embeddings as emotional tags of the respective statements. The method for emotion analysis can automatically recognize an emotion of a public platform user toward a company.
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