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Machine translation method and device

A technology for machine translation and translation results, applied in the field of machine translation, which can solve the problems of inaccurate translation results and large amount of computation, and achieve the effects of accurate translation results, reduced computation amount, and reduced number of readings

Inactive Publication Date: 2014-03-12
ALIBABA GRP HLDG LTD
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0011] However, when machine translation technology is applied to some specific fields, the usual statistical machine translation methods cannot take advantage of the sentence pattern characteristics of these specific fields, and still perform translation according to conventional statistics-based methods, resulting in inaccurate translation results and computational large amount

Method used

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Embodiment Construction

[0036] Embodiments of the present application will be described in detail below. It should be noted that the embodiments described here are for illustration only, and are not intended to limit the present application.

[0037] figure 1 A schematic diagram of an operating environment involved in machine translation in this application is shown as an example. The operating environment may include a memory 1 and a processor 2. The memory 1 may store instructions required by the processor 2 to perform related operations, various data models 11, and data tables 12. The instructions execute corresponding operations, and can access various data models 11 and data tables 12 stored in the memory 1 . The processor 2 can also access various databases and data models stored in the external memory 5 through the network 3 . The processor 2 may be a central processing unit (CPU), a microprocessor, a microcontroller, or the like. The memory 1 can be various volatile memories or non-volati...

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Abstract

The invention discloses a machine translation method and device. The method comprises the steps that a sentence to be translated is received; at least one phrase fragment in the sentence to be translated is replaced by a preset character string, and a template which is matched with the sentence after replacing is searched from a template library after replacing operation every time; for the sentence matched with the template, a constant translation result of the part, corresponding to the constant of the template, of the matched sentence is acquired according to the template, a variable translation result of the part, corresponding to the variable of the template, of the matched sentence is acquired by decoding, and the constant translation result and the variable translation result are spliced; for the sentence which is not matched with the template in the template library, the translation result is acquired by decoding. According to the machine translation method and device, calculation can be reduced, and translation quality is improved.

Description

technical field [0001] The present application relates to machine translation technology, in particular to a machine translation method and device. Background technique [0002] Machine translation is a technology that uses computers to automatically translate human natural languages. It is a process that uses computers to convert one natural language into another natural language, and the two natural languages ​​should be equivalent in meaning. [0003] At present, a relatively mature and mainstream machine translation method is based on statistics. The advantage of this method is that it hardly requires manual translation rules, and all translation information is automatically learned from the corpus. Therefore, this method is the most To the greatest extent, the characteristics of high-speed computing of the computer are played, and the labor cost is greatly reduced. [0004] Among the statistical machine translation methods, the phrase-based statistical machine translat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/28G06F17/30
Inventor 廖剑张永刚吴克文林锋
Owner ALIBABA GRP HLDG LTD
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