Irony text collaborative recognition method, device and equipment and computer readable medium

Abstract

The invention relates to an irony text collaborative recognition method, device and equipment and a computer readable medium. The method comprises the steps of obtaining a to-be-processed text, wherein the to-be-processed text is from a social media network platform; semantic feature information and theme feature information of the to-be-processed text are extracted, the semantic feature information is used for representing the incidence relation between the to-be-processed text and the irony type, and the theme feature information is used for representing the irony theme embodied by the to-be-processed text; and determining a text type of the to-be-processed text according to an identification result of the semantic feature information and the topic feature information by the first neuralnetwork model, and determining a topic label of the to-be-processed text. According to the method, collaborative recognition is carried out on the to-be-processed text by utilizing the characteristics representing semantic emotion and the characteristics representing irony topics; according to the irony stabbing recognition method, whether the irony stabbing meaning is contained or not is determined, the theme reflecting irony stabbing is recognized under the condition that the irony stabbing meaning is contained, text semantic representation with theme discrimination is achieved, and the accuracy and interpretability of irony stabbing recognition are effectively improved.

Description

technical field [0001] The present application relates to the technical field of text recognition, and in particular to a satirical text collaborative recognition method, device, equipment and computer-readable medium. Background technique [0002] With the popularization and popularization of the Internet, not only netizens are active on the social media platforms on the Internet, but also major enterprises and government agencies have entered the Internet platforms one after another, and publish various information and policies about enterprises and government agencies online through the Internet social platforms Wait. Internet users can discuss this information, and enterprises and government agencies need to track users' feedback on policies in a timely manner so that management departments can track the implementation of policies and make better decisions. Among them, companies and governments also need to accurately identify the situation where users use ironic statem...

AI Technical Summary

Problems solved by technology

[0006] The present application provides a satirical text collaborative recognition method, device, equipment and computer-readable medium to solve the above-mentioned technical problems of "low accuracy of satirical recognition and weak explanatory power"

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