Method, device and storage medium for translating sentence

Abstract

The invention discloses a sentence translation method, which relates to the language translation field. The method comprises the following steps: extracting a word vector corresponding to each word ina sentence to be translated as an input word vector; obtaining a word vector corresponding to each of the input word vectors in a target language based on a pre-constructed word vector mapping to obtain a set of output word vectors; the word vector being mapped to a mapping relationship between word vectors obtained according to inter-word similarity, inter-word mutual information and left-rightentropy between different word vectors; according to the set of output word vectors, corresponding words being obtained from the target language and the translated sentence corresponding to the sentence to be translated being composed. The invention also provides a sentence translation device and a storage medium, which can effectively translate a sentence to be translated including idiomatic words into a sentence of a target language, thereby improving the translation accuracy and the readability of the translation result.

Description

technical field [0001] The present invention relates to the field of language translation, and in particular, to a sentence translation method, device and storage medium. Background technique [0002] With the development of globalization, the communication between different cultures has become more and more close, and the requirements of language translation have become higher and higher. [0003] In the prior art, based on the lexical relationship or semantic relationship between different languages, the connection between the two languages ​​is often constructed by means of machine learning, etc., so as to achieve the purpose of translation. [0004] In the process of implementing the present invention, the inventor found that, in the existing language translation technology, words are generally translated and the translated words are formed into sentences, and the idioms in the sentences to be translated cannot be accurately identified. Accurately translate the technica...

AI Technical Summary

Problems solved by technology

[0004] In the process of implementing the present invention, the inventor found that in the existing language translation technology, words are generally translated and the translated words are composed into sentences, and the idiomatic words in the sentences to be translated cannot be accurately identified, for example, it is impossible to Accurately translate the technical terms in the sentence to be translated into corresponding technical terms in the target language, resulting in that after the sentence to be translated is translated into the corresponding translated sentence in the target language, the readability of the translated sentence is relatively low. Poor, poor translation quality

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