Machine translation result evaluation method and device, equipment and storage medium

A technology of machine translation and translation results, applied in natural language translation, semantic analysis, etc., can solve the problems of not distinguishing the degree of difficulty, reducing the accuracy of machine translation results, etc., and achieve the effect of improving accuracy

Pending Publication Date: 2021-09-17
UNIVERSITY OF MACAU +1
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, in the score integration stage, each semantic unit is given the same evaluation strategy, that is to say, the existing technology does not distinguish the difficulty level of each semantic unit when it is translated, which will reduce the accuracy of the evaluation of machine translation 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
  • Machine translation result evaluation method and device, equipment and storage medium
  • Machine translation result evaluation method and device, equipment and storage medium
  • Machine translation result evaluation method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0058] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them.

[0059] Accordingly, the following detailed description of the embodiments of the application, which are provided in the accompanying drawings, is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0060] It should be noted that like numerals and letters denote similar items in the followi...

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 machine translation result evaluation method and device, equipment and a storage medium, and relates to the technical field of natural languages. The method comprises the following steps: acquiring a target language corpus obtained after a plurality of machine systems translate the same source language corpus; determining an actual matching score of each machine system according to the target language corpus and the reference language corpus of each machine system; determining a first difficult weight of each semantic unit in the reference language corpus according to the actual matching score of each machine system; according to whether each semantic unit in a target language corpus of a target machine system exists in the reference language corpus, obtaining a second difficulty weight of each semantic unit in the target language corpus of the target machine system; and determining an evaluation score of the translation result of the target machine system according to the first difficulty weight and the second difficulty weight. By applying the embodiment of the invention, the accuracy of evaluating the machine translation result can be improved.

Description

technical field [0001] The present application relates to the field of natural language technology, and in particular, relates to a method, device, device and storage medium for evaluating machine translation results. Background technique [0002] Machine translation, also known as automatic translation, is the process of using a computer to convert one natural language (source language) into another natural language (target language or translation). With the rapid development of economic globalization and the Internet, machine translation plays an increasingly important role in economic and cultural exchanges. Based on this, the evaluation of machine translation results has important research value. [0003] At present, each semantic unit (such as word, phrase) in the machine translation result (target language) is matched with the reference translation, and the scores of the matching results of each semantic unit are directly integrated to obtain the evaluation score of th...

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 Applications(China)
IPC IPC(8): G06F40/51G06F40/30
CPCG06F40/51G06F40/30
Inventor 黄辉詹润哲刘学博
Owner UNIVERSITY OF MACAU
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
Try Eureka
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap