Intention recognition method and device, storage medium, and electronic equipment

A recognition method and intent technology, applied in the direction of digital data processing, natural language data processing, special data processing applications, etc., can solve problems affecting the accuracy and efficiency of intent recognition, and the logic that cannot be configured for complex expressions, etc., to improve The effect of accuracy and efficiency

Pending Publication Date: 2021-11-30
北京零秒科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide an intent recognition method, device, storage medium, and electronic device to solve the problem of inability to configure the logic

Method used

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  • Intention recognition method and device, storage medium, and electronic equipment
  • Intention recognition method and device, storage medium, and electronic equipment
  • Intention recognition method and device, storage medium, and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0030] like figure 2 As shown, the method includes the following steps S201 to S203:

[0031] Step S201, receiving user input information;

[0032]Step S202, obtain the semantic recognition result of the input information matching based on the preset semantic matching rules, wherein the preset semantic matching rules include at least one of the following: semantic matching rules based on sentence vectors, semantic matching based on preset templates The rule, the semantic matching rule based on the sentence vector is obtained through machine learning training based on the similarity calculation model, and the semantic matching rule based on the preset template is customized based on the pre-configured template file and the preset dialogue engine ;

[0033] Step S203, judging the user's intention in the current intention scene according to the semantic recognition result.

[0034] From the above description, it can be seen that the present application has achieved the follow...

Embodiment 2

[0081] According to an embodiment of the present application, an intention identification device for implementing the above method is also provided, such as image 3 As shown, the device includes:

[0082] A receiving module 301, configured to receive user input information;

[0083] The matching module 302 is configured to obtain the semantic recognition result of the input information matching based on preset semantic matching rules, wherein the preset semantic matching rules include at least one of the following: semantic matching rules based on sentence vectors, based on preset templates The semantic matching rule based on the sentence vector is obtained through machine learning training based on the similarity calculation model, and the semantic matching rule based on the preset template is based on the pre-configured template file and the preset dialogue engine. defined;

[0084] The intent module 303 is configured to judge the user's intent in the current intent scene...

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Abstract

The invention discloses an intention recognition method and device, a storage medium, and electronic equipment. The method comprises the steps of: receiving input information of a user; based on a preset semantic matching rule, obtaining a semantic recognition result matched with the input information, wherein the preset semantic matching rule at least comprises one of: a semantic matching rule based on a sentence vector, and a semantic matching rule based on a preset template, the semantic matching rule based on the sentence vector is obtained through machine learning training based on a similarity calculation model, and the semantic matching rule based on the preset template is obtained through self-definition based on a pre-configured template file and a preset dialogue engine; judging an intention of the user in a current intention scene according to a semantic recognition result. The technical problem that when a robot is configured based on an intelligent man-machine conversation platform, logic of complex expressions cannot be configured, so that intention recognition accuracy and recognition efficiency are affected is solved. The method can be suitable for intention recognition of complex scenes.

Description

technical field [0001] The present application relates to the field of artificial intelligence, and in particular, relates to an intention recognition method and device, a storage medium, and an electronic device. Background technique [0002] Based on the intelligent human-machine dialogue platform, the robot can realize real-time semantic recognition in the process of communicating with users, mine user intentions, and communicate with users according to preset words. [0003] The inventors found that during the process of intent recognition, if the robot cannot accurately understand or obtain certain intents, it will affect the understanding of contextual information, which in turn will result in the accuracy and efficiency of intent recognition and affect user experience. [0004] Aiming at the problem in related technologies that the logic of complex expressions cannot be configured when configuring robots based on an intelligent human-machine dialogue platform, thereby...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F40/35G06N20/00
CPCG06F16/3329G06F40/35G06N20/00
Inventor 许宇航黄丽辉
Owner 北京零秒科技有限公司
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