Text intention identification method and apparatus

Abstract

The invention provides a text intention identification method and apparatus, a computer device and a computer readable storage medium. The method comprises the steps of obtaining a target text; for the target text, identifying a target slot position in the target text and a target keyword corresponding to the target slot position; for the target text, determining a target intention matched with the target text from a preset sample library, wherein the sample library comprises a corresponding relation between the text and the intention; and generating an intention recognition result of the target text according to the target intention, the target keyword and the target slot. According to the method, the process of determining the target intention matched with the target text and the processof identifying the target slot position and the target keyword in the target text are mutually independent for the target text, so that errors generated in the step of identifying the slot position and the keyword do not influence the accuracy of the process of determining the target intention, error accumulation is avoided, therefore, the accuracy of the user intention recognition process is improved.

Description

technical field [0001] The invention belongs to the technical field of natural language processing, and in particular relates to a text intent recognition method, device, computer equipment and computer-readable storage medium. Background technique [0002] With the increasing application of systems involving natural language processing such as question answering systems and human-computer interaction systems, the semantic understanding process of processing text into intents and slot-value pairs in natural language processing is particularly important. After asking the question, judge the intent of the text corresponding to the user's question, and determine the key slot-value information related to the intent in the text, so as to give the answer or corresponding operation required by the user, which can greatly simplify the process of human-computer interaction. [0003] At present, the process of understanding the user's sentence mainly includes: first converting the use...

AI Technical Summary

Problems solved by technology

[0005] In view of this, the present invention provides a text intent recognition method, device, computer equipment, and computer-readable storage medium, which solves the problem of identifying the slot value in the text in the process of text intent recognition in the current solution to a certain extent. The error generated in the process affects the accuracy of the process of further combining the slot value to determine the text intent, resulting in the accumulation of errors, which leads to the problem of low accuracy of the user intent recognition process

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