Text vector processing method and device, medium and electronic equipment

Abstract

The invention provides a text vector processing method and device, a medium and electronic equipment. The method comprises the following steps: acquiring an associated text vector; wherein the associated text vector is generated based on at least two sub-text vectors; determining at least two text vector weights of the at least two sub-text vectors, and determining a target weight from the at least two text vector weights; performing weighted calculation on the at least two sub-text vectors and the target weight to obtain a weight calculation result; performing full connection processing on a weight calculation result to obtain a semantic text vector of the associated text vector; and obtaining a standard classification vector corresponding to the associated text vector, and performing full connection processing on the semantic text vector and the standard classification vector to obtain a semantic classification vector. The semantic information of the sub-text vectors is fully utilized, the accuracy of the generated semantic text vectors is guaranteed, and when the semantic text vectors are applied to various application scenes, the recommendation effect and the user experience are optimized.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular, to a text vector processing method, a text vector processing device, a computer-readable medium, and an electronic device. Background technique [0002] In recent years, processing text can enhance the full use of text. Generally, the vectorization of text is realized by a combination of coarse-grained word vector model and aggregation operation. [0003] However, the coarse-grained word vector model has complex logic and insufficient training samples, and the aggregation operation combination method will change the semantic space distribution of the original text, resulting in low accuracy of the generated text vector. [0004] In view of this, there is an urgent need in the art to develop a new text vector processing method and apparatus. [0005] It should be noted that, the information disclosed in the above background section is only used to enha...

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Problems solved by technology

[0006] The purpose of the present disclosure is to provide a text vector processing method, a text vector processing device, a computer-readable medium, and an electronic device, so as to overcome the technical problems of high complexity and low accuracy of text vector generation at least to a certain extent

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