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Translation method and related equipment thereof

A translation model and translation technology, applied in the field of data processing, can solve the problems that the translation speed cannot reach the real-time translation speed, the number of words at the translation end is more than the number of words at the source end, and the translation effect is poor. Translation delay, effect of shortening length

Active Publication Date: 2022-03-29
UNIV OF SCI & TECH OF CHINA +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The real-time requirements of simultaneous voice interpretation translation are usually relatively high, but under the same semantic expression, it is easy to have more words in the target text than in the source text, so that the actual translation speed often cannot meet the real-time translation speed requirements , which leads to the phenomenon of delayed accumulation, which leads to poor translation effect

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  • Translation method and related equipment thereof
  • Translation method and related equipment thereof
  • Translation method and related equipment thereof

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Experimental program
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Embodiment 1

[0028] see figure 1 , which is a flow chart of a translation method provided in the embodiment of the present application.

[0029] The translation method provided by the embodiment of this application includes S1-S3:

[0030] S1: Get the source text to be processed.

[0031] The aforementioned "source text to be processed" refers to text data in the source language; and the "source text to be processed" needs to be translated into text content in the target language. For example, for a Chinese-English translation scenario, the source text to be processed refers to Chinese text data; and the source text to be processed needs to be translated into English text data.

[0032] In addition, the embodiment of the present application does not limit the above-mentioned "source text to be processed". For example, for the simultaneous translation scenario, in order to improve real-time performance, the "source text to be processed" may include a sentence.

[0033]In addition, this e...

Embodiment 2

[0055] In order to improve the filtering effect of unimportant words in the text data in the source language, the text data can be filtered with the help of dependency syntax analysis technology and part-of-speech tagging technology. Based on this, the embodiment of this application also provides a possible implementation of S2 above, which may specifically include S21-S24:

[0056] S21: Perform dependency syntax analysis processing on the source text to be processed, and obtain a dependency syntax analysis result.

[0057] The above-mentioned "dependency syntax analysis processing" is used to identify the directed dependency relationship between different words in a text data; and the embodiment of the present application does not limit the implementation of the above-mentioned "dependency syntax analysis processing", existing or future emerging Any one of the dependency parsing techniques for implementation.

[0058] In addition, the above-mentioned "dependency syntax analy...

Embodiment 3

[0104] In order to better realize the controllable length of the translation and ensure that the model performs compressed translation with the least information loss, this application can comprehensively integrate the expected length information from the source end of the translation model, the target end of the translation model, and the decoding stage of the translation model, so as to Realize more natural and complete compression translation processing under the condition of ensuring the length is controllable.

[0105] Based on this, the embodiment of the present application provides a possible implementation of the above-mentioned "compressed translation model". In this implementation, the "compressed translation model" may include an encoder and a decoder (for example, Figure 4 Compressed translation model shown).

[0106] In order to facilitate the understanding of the above-mentioned "compressed translation model", the following takes the determination process of the...

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Abstract

The invention discloses a translation method and related equipment thereof, and the method comprises the steps: after obtaining a to-be-processed source text, firstly extracting a trunk source text from the to-be-processed source text, so that the trunk source text is used for representing core trunk information in the to-be-processed source text; according to the trunk source text, the translation length description data and a pre-constructed compression translation model, determining a to-be-used simplified translation, so that the to-be-used simplified translation can express semantic information carried by the to-be-processed source text with fewer translation characters; therefore, the phenomenon that the number of words at the translated text end is larger than that at the source text end can be effectively avoided, the length of the translated text can be shortened on the premise that the core meaning is not lost, translation delay can be reduced, and the translation effect can be improved.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to a translation method and related equipment. Background technique [0002] The simultaneous voice interpretation translation scenario is a translation scenario that lacks contextual information, is partial, real-time, and needs to consider the characteristics of at least two languages. [0003] The real-time requirements of simultaneous voice interpretation translation are usually relatively high, but under the same semantic expression, it is easy to have more words in the target text than in the source text, so that the actual translation speed often cannot meet the real-time translation speed requirements , which leads to the phenomenon of delayed accumulation, which leads to poor translation effect. Contents of the invention [0004] The main purpose of the embodiments of the present application is to provide a translation method and related equipment, whic...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/40G06F40/30G06F40/211
CPCG06F40/40G06F40/30G06F40/211Y02D10/00
Inventor 林超刘微微刘聪
Owner UNIV OF SCI & TECH OF CHINA