Sentence pair-based machine translation engine evaluation optimization method and system

A machine translation and engine technology, applied in the field of machine translation, can solve problems affecting life and work efficiency, achieve high-quality machine translation services, improve translation efficiency, and reduce follow-up workload

Pending Publication Date: 2019-11-19
南京题麦壳斯信息科技有限公司
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

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

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  • Sentence pair-based machine translation engine evaluation optimization method and system
  • Sentence pair-based machine translation engine evaluation optimization method and system
  • Sentence pair-based 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] 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 context cl...

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Abstract

The invention discloses a sentence pair-based machine translation engine evaluation optimization method and system. According to the method, multi-dimensional scoring is carried out on all machine translation engines according to selected language pairs and sentence fields, then weighted summation is carried out on scores to obtain weighted sum values of all the machine translation engines on sentences, the machine translation engine with the highest weighted sum value is selected to output translation results of sentences, and therefore a whole translation text is obtained through integration. Through the method, machine translation engine automatic optimization service can be provided for users in various complex machine translation engines with uneven translation quality and different skilled fields and language pairs; each sentence can obtain the most excellent machine translation engine service at present when a user translates a file and other long texts, the translation efficiency is improved, the subsequent workload of the user is reduced, and 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 machine translation engines based on sentence pairs. 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 vary in translation quality and fields of expertise, so how to provide users with automatic machine translation engine optimization services and how to objectively evaluate the current machine translation engines on the market is a necessary and necessary thing. At present, there is no automatic optimization service for machine translation engines on the market. Facing many translation engines, users are...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/28
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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