Text emotion recognition method and device, electronic equipment and readable storage medium

Abstract

The invention provides a text emotion recognition method and device, electronic equipment and a readable storage medium. The method comprises the following steps: recognizing a to-be-processed emoticon and a to-be-processed text from a to-be-recognized text; converting each to-be-processed emoticon into an emoticon code, and converting each to-be-processed character text into a character code; inputting each character code and each expression code into a vector coding layer of an emotion category recognition model, and determining a character coding vector of each to-be-processed character text and an expression coding vector of each to-be-processed expression symbol; splicing each character coding vector and each expression coding vector to obtain a text feature vector of the to-be-recognized text; and inputting the text feature vector into an emotion classification layer in an emotion category recognition model, and determining the emotion category of the to-be-recognized text. Therefore, the emotion category of the to-be-recognized text can be determined more accurately, and the accuracy of a recognition result can be improved.

Description

technical field [0001] The present application relates to the technical field of language processing, in particular to a text emotion recognition method, device, electronic equipment and readable storage medium. Background technique [0002] With the development of Internet technology, people are becoming more and more accustomed to sharing their feelings and experience of using products on various social media platforms, e-commerce platforms and review sharing platforms, which are called User Generated Content (UGC). In order to better conduct user insights and analysis, operators often use a lot of emoji symbols in order to better express their feelings and emotions by collecting user-generated content. These emoji symbols are filtered out in many cases , therefore, it is impossible to accurately guess the user's emotion in many cases. Therefore, how to accurately identify the emotional category with emoticons has become an urgent problem to be solved. Contents of the i...

AI Technical Summary

Problems solved by technology

[0002] With the development of Internet technology, people are becoming more and more accustomed to sharing their feelings and experience of using products on various social media platforms, e-commerce platforms and review sharing platforms, which are called User Generated Content (UGC). In order to better conduct user insights and analysis, operators often use a lot of emoji symbols in order to better express their feelings and emotions by collecting user-generated content. These emoji symbols are filtered out in many cases , therefore, in many cases it is impossible to accurately guess the user's emotion

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