Machine translation engine evaluation optimization method and system

A machine translation and engine technology, applied in the field of machine translation, can solve problems that affect the efficiency of life and work

Active Publication Date: 2020-01-17
南京题麦壳斯信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] At present, there is no automatic optimization service for machine translation engines on the market. Facing many translation engines, users are still at the stage of being unable to distinguish between good and bad. The translation results of machine translation engines are not so satisfying to users, and the results obtained may need to be performed by users again. Check the modification, which affects the efficiency of life and work

Method used

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  • Machine translation engine evaluation optimization method and system
  • Machine translation engine evaluation optimization method and system
  • Machine translation engine evaluation optimization method and system

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Embodiment Construction

[0023] 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. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0024] The terms used in the embodiments of the present application are only for the purpose of describing specific embodiments, and are not intended to limit the present application. The singular forms "a", "said" and "the" used in the embodiments of this application and the appended claims are also intended to include plural forms, unless the contex...

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Abstract

The invention discloses a machine translation engine evaluation optimization method and system. The method comprises the following steps: selecting an evaluation word number range of a to-be-translated text; each machine translation engine performs translation evaluation, keyword evaluation and language model confusion evaluation on the to-be-translated text in the range to obtain a plurality of scores; and performing weighted summation on the scores to obtain a weighted sum value of each machine translation engine, and selecting the machine translation engine with the highest weighted sum value to output a translation result of the sentence, thereby integrating to obtain a whole translation text. Through the method, the machine translation engine evaluation optimization service can be provided for the user in various complex machine translation engines with uneven translation quality, the translation efficiency is improved, the subsequent workload of the user is reduced, and the high-quality machine translation service is provided.

Description

technical field [0001] The present application relates to the field of machine translation, in particular to a method and system for evaluating and optimizing a machine translation engine. Background technique [0002] Today, with the rapid development of artificial intelligence, breakthroughs have been made in machine translation technology. A large number of businesses have emerged on the market to provide machine translation services, including Microsoft, Google, Baidu, Sogou, Youdao, and Tencent Translator. Many complex machine translation engines have uneven translation quality, so how to provide users with automatic optimization of machine translation engine services and how to objectively evaluate the current machine translation engines on the market is a necessary and necessary thing. [0003] At present, there is no automatic optimization service for machine translation engines on the market. Facing many translation engines, users are still at the stage of being un...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/58G06F40/51
CPCY02D10/00
Inventor 张井陈件宋德敏
Owner 南京题麦壳斯信息科技有限公司
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