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Engine optimization method based on OpenKiWi evolution and translation system

An optimization method and engine technology, applied in the field of translation, can solve problems such as the reduction of translation accuracy, and achieve the effect of avoiding the problem of memory effect.

Pending Publication Date: 2020-04-10
IOL WUHAN INFORMATION TECH CO LTD
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Problems solved by technology

[0009] However, none of the above-mentioned existing technologies can solve the problem of reduced translation accuracy due to the memory effect of translation engine matrix selection

Method used

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  • Engine optimization method based on OpenKiWi evolution and translation system
  • Engine optimization method based on OpenKiWi evolution and translation system
  • Engine optimization method based on OpenKiWi evolution and translation system

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Embodiment Construction

[0056] see figure 1 , the main flow chart of the engine optimization method of the present invention. exist figure 1 In, the method specifically includes:

[0057] S100: Obtain the translation results of the translation engine matrix for the source language document, where the translation results are multiple translation results of a plurality of different translation engines randomly selected from the translation engine matrix for the same source language document;

[0058] Various existing translation tools have at least built-in multiple translation engines, such as combining Google Translate, Sogou Translate, Youdao Translate, Baidu Translate, etc. into a translation engine matrix including external interfaces.

[0059] S200: Using an evaluation component including the OpenKiWi core, automatically evaluate the multiple translation results, and quantify the score of each translation result.

[0060] S300: Randomly select a first number of partial translation results from...

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Abstract

The invention provides an engine optimization method based on OpenKiWi evolution, a translation system and a computer readable storage medium for realizing the corresponding method. The translation system comprises a translation engine matrix, a document input component, a plurality of display interface components capable of displaying a plurality of different translation results, a random selection component, a feedback component and an evaluation component library. The evaluation component library comprises an OpenKiWi engine, a Bleu kernel, a gleu kernel, a vectorization component and a norm calculation engine. Compared with the prior art, the method employs OpenKiWi as the core evaluation component in translation engine matrix selection for the first time, combines the evaluation component based on the GLEU kernel and the BLEU kernel, and introduces the norm of the scoring matrix for judgment, so the memory effect problem in translation engine matrix selection is avoided.

Description

technical field [0001] The invention belongs to the technical field of translation, and in particular relates to an engine optimization method based on OpenKiWi evolution, a translation system and a computer-readable storage medium for realizing the corresponding method. Background technique [0002] Speech-to-text and translation between different languages ​​is a popular research direction in the field of machine learning in recent years, especially the direct translation from speech to speech. [0003] Generally speaking, the speech translation process can be broken down into three steps. The first step is speech recognition, which is to recognize the English speech content and express it in the form of text. For example, when you hear the sentence "How are you?", write the three words How, are, you and a question mark. The second step is text translation, which is to translate the text obtained in the previous step into the target language, such as writing the sentence ...

Claims

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Application Information

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IPC IPC(8): G06F40/58
CPCY02D10/00
Inventor 刘国
Owner IOL WUHAN INFORMATION TECH CO LTD
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