Eureka AIR delivers breakthrough ideas for toughest innovation challenges, trusted by R&D personnel around the world.

A text processing method, device and computer-readable storage medium

A text processing and text technology, applied in the field of data processing, can solve problems such as the loss of model recognition results, affecting the accuracy of classification results, etc., and achieve the effect of accurate evaluation

Active Publication Date: 2020-12-04
BEIJING TRUSFORT TECH CO LTD
View PDF9 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When performing text classification, it is usually a machine learning method based on a multi-layer network structure. In this method, the text is generally segmented first, and the word is used as the basic unit for modeling. The information that the model can use is only the semantic information of the word itself. , resulting in a certain loss of the model in the final identification results of public opinion, affecting the accuracy of the classification results

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
  • A text processing method, device and computer-readable storage medium
  • A text processing method, device and computer-readable storage medium
  • A text processing method, device and computer-readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0030] In order to make the purpose, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0031] figure 1 It is a schematic flowchart of a text processing method according to an embodiment of the present invention.

[0032] see figure 1 On the one hand, the embodiments of the present invention provide a text processing method, the method includes: step 101, performing word segmentation processing on the specified text to obtain ...

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 present invention discloses a text processing method, equipment and computer-readable storage medium. The method includes: performing word segmentation processing on a specified text to obtain a word vector sequence; wherein, the word vector sequence includes dimension word vectors; based on the The dimension word vector performs the conversion of the first attention mechanism on the word vector sequence, and obtains the conversion vector sequence; classifies the conversion vector sequence through the text classification model, determines the dimension classification result corresponding to the specified text, and applies this method, It is possible to obtain a reasonable, complete and accurate evaluation of a given text on each desired dimension.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a text processing method, device and computer-readable storage medium. Background technique [0002] With the rapid development of the Internet, it has promoted the surge of text data. These massive text data contain extremely rich information. For example, in the fields of e-commerce, smart tourism, and online car-hailing, users will evaluate product quality, service, and other dimensions after consumption. Each dimension contains a wealth of information. Emotional information, through public opinion monitoring of these comments, is conducive to improving its own service quality and providing more efficient supervision and services. Public opinion monitoring is essentially text classification. When performing text classification, it is usually a machine learning method based on a multi-layer network structure. In this method, the text is generally segmented fir...

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): G06F16/35G06F40/289G06N3/04
CPCG06F16/353G06N3/044G06N3/045
Inventor 任鑫涛郭豪蔡准孙悦郭晓鹏
Owner BEIJING TRUSFORT TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
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