English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation

In order to solve the problem that the current English-Chinese machine translation software cannot understand the characteristics of English sentences repeatedly, a semantic block processing method for English-Chinese machine translation was proposed. In the process of the English sentence comprehen...

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Main Author: Yuxiu Yu
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Advances in Multimedia
Online Access:http://dx.doi.org/10.1155/2022/1458394
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author Yuxiu Yu
author_facet Yuxiu Yu
author_sort Yuxiu Yu
collection DOAJ
description In order to solve the problem that the current English-Chinese machine translation software cannot understand the characteristics of English sentences repeatedly, a semantic block processing method for English-Chinese machine translation was proposed. In the process of the English sentence comprehension, English semantic block, which played an important role, was analyzed in detail. On the basis of this, the core content and characteristics of English semantic block were discussed. And with the help of the corresponding processing algorithms, taking verbs and business English as the research object, three kinds of semantic models were summarized. A lexical chunk database model based on English characteristic semantic block processing was proposed. The open test results showed that the matching success rate of the model for the semantic pattern database was about 90%.
format Article
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institution Kabale University
issn 1687-5699
language English
publishDate 2022-01-01
publisher Wiley
record_format Article
series Advances in Multimedia
spelling doaj-art-46480fcbd67e4c458b6bb2271e6dec142025-02-03T06:04:44ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/1458394English Characteristic Semantic Block Processing Based on English-Chinese Machine TranslationYuxiu Yu0School of Foreign LanguagesIn order to solve the problem that the current English-Chinese machine translation software cannot understand the characteristics of English sentences repeatedly, a semantic block processing method for English-Chinese machine translation was proposed. In the process of the English sentence comprehension, English semantic block, which played an important role, was analyzed in detail. On the basis of this, the core content and characteristics of English semantic block were discussed. And with the help of the corresponding processing algorithms, taking verbs and business English as the research object, three kinds of semantic models were summarized. A lexical chunk database model based on English characteristic semantic block processing was proposed. The open test results showed that the matching success rate of the model for the semantic pattern database was about 90%.http://dx.doi.org/10.1155/2022/1458394
spellingShingle Yuxiu Yu
English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
Advances in Multimedia
title English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
title_full English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
title_fullStr English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
title_full_unstemmed English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
title_short English Characteristic Semantic Block Processing Based on English-Chinese Machine Translation
title_sort english characteristic semantic block processing based on english chinese machine translation
url http://dx.doi.org/10.1155/2022/1458394
work_keys_str_mv AT yuxiuyu englishcharacteristicsemanticblockprocessingbasedonenglishchinesemachinetranslation