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

Training method and device of feature processing model based on artificial intelligence

A technology for processing models and artificial intelligence, applied in special data processing applications, electrical digital data processing, instruments, etc., can solve problems such as the effect of understanding needs to be further improved, and cannot be coded

Pending Publication Date: 2020-05-12
TENCENT TECH (SHENZHEN) CO LTD
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In practical applications, because each characteristic element may have different numbers of hierarchical elements, related technologies cannot yet encode hierarchical elements in a fixed and general way, so usually only the characteristic elements of objects are used for natural language understanding, while objects are ignored. The hierarchical elements, so that the effect of understanding needs to be further improved

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
  • Training method and device of feature processing model based on artificial intelligence
  • Training method and device of feature processing model based on artificial intelligence
  • Training method and device of feature processing model based on artificial intelligence

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0096] In order to make the purpose, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with the accompanying drawings, and the described embodiments should not be considered as limiting the present invention, and those of ordinary skill in the art do not make any All other embodiments obtained under the premise of creative labor belong to the protection scope of the present invention.

[0097] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset of all possible embodiments, and Can be combined with each other without conflict.

[0098] In the following description, the terms "first\second\third\fourth\fifth" are only used to distinguish similar objects, and do not represent a specific ordering of objects. Understandably, "first\second T...

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 provides a training method and device of a feature processing model based on artificial intelligence. The method is applied to the field of content recommendation or the field of contentquestioning and answering, and comprises the steps of obtaining feature elements of a sample object and at least two hierarchical elements corresponding to the feature elements, wherein the hierarchical elements are used for constructing a feature hierarchical structure corresponding to the feature elements, and in the feature hierarchical structure, a first hierarchical element of an upper hierarchy is mapped to at least one second hierarchical element of an adjacent lower hierarchy, and element information of the at least one second hierarchical element is used for combining element information representing the first hierarchical element; combining the feature elements and the at least two hierarchical elements to obtain a combined feature sample corresponding to the sample object; constructing a sample set comprising at least two combined feature samples; and based on a sample set, training a feature processing model to enable the feature processing model to output a correspondingfeature combination vector based on the input combination features of the target object.

Description

technical field [0001] The present invention relates to artificial intelligence technology, in particular to a training method, device, electronic equipment and storage medium for a feature processing model based on artificial intelligence. Background technique [0002] Artificial Intelligence (AI) is a comprehensive technology of computer science. By studying the design principles and implementation methods of various intelligent machines, it enables machines to have the functions of perception, reasoning and decision-making. Natural language processing (Nature Language Processing, NLP) is an important direction in the field of computer science and artificial intelligence, which can realize effective communication between humans and computers in natural language, usually including text processing, semantic understanding, machine translation, robot Q&A, knowledge graph and other technologies. [0003] In addition to the characteristic elements, the object (i.e. Item) usuall...

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): G06F16/9535
CPCG06F16/9535
Inventor 缪畅宇
Owner TENCENT TECH (SHENZHEN) CO LTD
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