Statement processing method and device, electronic equipment and computer storage medium

A processing method and sentence technology, applied in the field of neural machine translation, can solve problems such as difficult to correctly determine the tense of sentences to be translated, and achieve the effect of reducing the probability of words

Pending Publication Date: 2022-01-14
CHINA MOBILE SUZHOU SOFTWARE TECH CO LTD +1
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Problems solved by technology

[0011] In order to solve the problem that it is difficult to correctly determine the tense of the sentence to be translated when the sentence to be trans

Method used

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  • Statement processing method and device, electronic equipment and computer storage medium
  • Statement processing method and device, electronic equipment and computer storage medium
  • Statement processing method and device, electronic equipment and computer storage medium

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Embodiment Construction

[0055] In order to understand the characteristics and technical contents of the embodiments of the present application in more detail, the implementation of the present application will be described in detail below in conjunction with the accompanying drawings. The attached drawings are only for reference and description, and are not intended to limit the present application.

[0056] figure 1 The overall framework of the neural machine translation model combined with the temporal attention mechanism provided by the embodiment of the present application, such as figure 1 As shown, the framework includes a neural machine translation model and a temporal prediction model, wherein the neural machine translation model includes an encoding module 102, a traditional attention structure 103, and a decoding module 104. After the source language sentence 101 is input into the neural machine translation model, finally A target language sentence 106 can be output; 105 in the figure repre...

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Abstract

The invention discloses a statement processing method and device, electronic equipment and a computer storage medium, and the method comprises the steps: in a process of translating a first source language statement into a target language statement by using a neural machine translation model, determining at least one candidate word generated by a target word in the first source language statement in a decoding stage in the process, and determining a tense of the candidate word; utilizing a tense prediction model to predict the tense of the target word in the first source language statement, and determining the predicted tense of the target word in the first source language statement; and determining a probability of the candidate word based on the tense of the candidate word and the predicted tense.

Description

technical field [0001] The present application relates to the field of neural machine translation, in particular to a sentence processing method and device, electronic equipment, and computer storage media. Background technique [0002] In the field of machine translation, tense is the key information in language expression, and it is a basic requirement to correctly transfer the tense information of the source language text to the target language text. Taking Chinese-English machine translation as an example, in the process of Chinese-English machine translation, due to the large difference in the way of expressing tense information between English and Chinese, English, as an inflectional language, usually uses verb inflections to indicate different tenses , while Chinese lacks the inflection of verbs, and usually requires context information such as time nouns, adverbs, and particles to determine the correct tense of a sentence. Therefore, in the process of translating Chi...

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Application Information

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IPC IPC(8): G06F40/211G06F40/56G06F40/58G06N3/08
CPCG06F40/58G06F40/56G06F40/211G06N3/08
Inventor 蒋忠强赵冬梅
Owner CHINA MOBILE SUZHOU SOFTWARE TECH CO LTD
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