Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Model training method and device and semantic integrity recognition method and device

A model training and integrity technology, applied in natural language data processing, instruments, electrical digital data processing, etc., can solve the problem of low accuracy of semantic integrity recognition

Pending Publication Date: 2021-01-05
招联消费金融有限公司
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Based on this, it is necessary to provide a model training method and device for semantic integrity recognition, a semantic integrity recognition method and device, a computer device and a storage medium

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Model training method and device and semantic integrity recognition method and device
  • Model training method and device and semantic integrity recognition method and device
  • Model training method and device and semantic integrity recognition method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0083] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0084] The model training method for semantic integrity recognition provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. Wherein, the terminal 102 can be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices, and the server 104 can be realized by an independent server or a server cluster composed of multiple servers.

[0085] In one embodiment, such as figure 2 As sho...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a model training method and device and a semantic integrity recognition method and device. The method comprises the steps of obtaining a to-be-identified statement; obtaininga semantic complete sample; obtaining a semantic incomplete sample according to the semantic complete sample; obtaining a model training sample of an integrity recognition model according to the semantic complete sample and the semantic incomplete sample; training the integrity recognition model according to the model training sample to obtain a trained integrity recognition model; wherein the trained integrity recognition model is used for performing semantic integrity recognition on a to-be-recognized statement. The training sample contains both the semantic complete sample and the semanticincomplete sample, and the model obtained by training can recognize semantic integrity by combining semantic complete features and semantic incomplete features, so that the semantic integrity recognition accuracy can be improved.

Description

technical field [0001] The present application relates to the technical field of natural language processing, in particular to a model training method and device for semantic integrity recognition, a semantic integrity recognition method and device, a computer device and a storage medium. Background technique [0002] With the development of natural language processing technology, human-computer interaction technology has emerged. Human-computer interaction is interactive and real-time. By setting the audio mute waiting time, the agent can determine when to start replying to customers during the real-time interaction process. However, When the mute waiting time is set too long, it is likely to cause customers to continue to express without receiving a response for a long time, resulting in crosstalk and multi-intent phenomena, which may easily lead to low interaction fluency. [0003] The current solution is to use ASR (Automatic Speech Recognition, Automatic Speech Recognit...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06F40/35G06F40/279
CPCG06F40/35G06F40/279
Inventor 夏海兵佘丽丽毛宇林昊徐伟
Owner 招联消费金融有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com