Supercharge Your Innovation With Domain-Expert AI Agents!

Text coding method and device, text coding validity checking method and device

An encoding method and encoding technology, applied in semantic analysis, natural language translation, etc., can solve the problem of inability to realize polysemy recognition, and achieve the effect of simple and effective generation process.

Active Publication Date: 2021-11-16
BEIJING UNIV OF POSTS & TELECOMM
View PDF9 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0009] In view of this, the present invention is made to solve the technical problem that polysemy recognition cannot be realized

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
  • Text coding method and device, text coding validity checking method and device
  • Text coding method and device, text coding validity checking method and device
  • Text coding method and device, text coding validity checking method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0031] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0032] It should be noted that, unless otherwise defined, the technical terms or scientific terms used in the embodiments of the present invention shall have the usual meanings understood by those skilled in the art to which the present disclosure belongs. "First", "second" and similar words used in the present disclosure do not indicate any order, quantity or importance, but are only used to distinguish different components. "Comprising" or "comprising" and similar words mean that the elements or items appearing before the word include the elements or items listed after the word and their equivalents, without excluding other elements or items. Words such as "connected" or "connected" are not limited to physical or mechan...

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 text coding method and device, a text coding validity checking method and device, an electronic device and a non-transitory computer-readable storage medium. The text encoding method includes: receiving text input, inputting it into a global encoder, and obtaining a first encoding result, the first encoding result includes global theme information of the text; the first encoding result is input into a two-dimensional The deconvolution layer generates a convolution kernel, and the parameters of the convolution kernel can perceive context semantic information and adjust according to the context semantic information; according to the convolution kernel, perform word-by-word one-dimensional convolution on the text operation to obtain the second encoding result. According to the technical solution of the present invention, the process of generating a convolution filter through deconvolution is not only simple but effective, but also involves the global topic information of a sentence or document, and the generated filter can generate the encoding result of cognitive polysemy.

Description

technical field [0001] The present invention relates to the field of natural language processing of deep learning of artificial intelligence, in particular to text coding technology related to deconvolution neural network, in particular, to a text coding method and equipment, a text coding validity checking method and equipment, and a An electronic device and a non-transitory computer-readable storage medium. Background technique [0002] Natural Language Understanding (NLU), which refers to allowing computers to recognize and understand text information at the semantic level, is regarded as one of AI-complete problems and has received widespread attention. Processing (Natural Language Processing, NLP) basic tasks. Natural language is input into the computer in the form of text, and words are usually used as the basic unit. Sentences and discourses are formed through the combination of words. Therefore, the key to a computer's understanding of words, sentences, and discours...

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
Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/30G06F40/40
Inventor 双锴张智轩顾梦宇
Owner BEIJING UNIV OF POSTS & TELECOMM
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

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

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com