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Realization and online updating system and method of man-machine interaction machine translation system

A machine translation and human-computer interaction technology, applied in natural language translation, software deployment, etc., can solve problems such as inaccurate translation of special words, and achieve the effect of improving accuracy

Pending Publication Date: 2022-03-15
甲骨易(北京)语言科技股份有限公司
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AI Technical Summary

Problems solved by technology

[0004] In order to solve the problem of inaccurate translation of special vocabulary existing in the prior art, the present invention provides an implementation of a human-computer interaction machine translation system and an online update system and method, which incorporates specified terms into the generated translation to intervene in terminology, Improve the accuracy of special vocabulary translation

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  • Realization and online updating system and method of man-machine interaction machine translation system
  • Realization and online updating system and method of man-machine interaction machine translation system

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Embodiment Construction

[0030] The present invention will be further described in connection with the specific embodiments, but the embodiments of the present invention are not limited thereto.

[0031] In order to solve the problem of inaccurate translation in the prior art, the present invention provides an implementation and an online update system for human-machine interactive machine translation systems. Refer to the attachment figure 1 The implementation and online update system of the human machine interactive machine translation system, including: machine translation module with terminology intervention capabilities, memory translation fragment extraction module, interactive translation prompt module and translation model online update module.

[0032] Among them, the machine translation module with the term intervention is used to integrate into the designated term in the generated translation; the memory translation fragment extraction module is used to extract high-quality bilingual translatio...

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Abstract

The invention particularly relates to an implementation and online updating system and method of a man-machine interaction machine translation system. The system comprises a machine translation module with a term intervention capability, a memory bank translation fragment extraction module, an interactive translation prompt module and a translation model online updating module. The machine translation module with the term intervention capability is used for fusing specified terms into the generated translations; the memory bank translation fragment extraction module is used for extracting high-quality bilingual translation fragments; the interactive translation prompt module is used for giving a prompt in the interactive machine translation process; and the translation model online updating module is used for updating model parameters online by utilizing the newly confirmed translation sentences. According to the system, terms are intervened, and the accuracy of special vocabulary translation is improved; in addition, the system enables people to interact with the machine translation system, better translations can be generated in continuous correction, and updating is fast.

Description

Technical field [0001] The present invention belongs to the technical field of language processing, and specific relates to realization and online update systems and methods of human-computer interactive machine translation systems. Background technique [0002] With the rapid development of deep learning technology, the machine-translation based on deep neural network has realized quality leaps. At the same time, more and more companies have begun to launch the human-machine interactive machine translation platform (hereinafter referred to as human-machine translation platform), implementing the integration between machine translation and machine translation (CAT). The manual translators use the human machine translation platform to pass after editing, and then the sentence after the editing sentence is added to the memory as the translational resource, and as a recommendation of the next similar text translation, when the human machine interacts The term is used to correct the ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/65G06F40/58G06F8/61
CPCG06F8/65G06F8/61G06F40/58
Inventor 曾辉
Owner 甲骨易(北京)语言科技股份有限公司
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