Machine translation method, device and computer readable storage medium

Abstract

The invention relates to the artificial intelligence technology, and discloses a machine translation method. The method comprises the steps of obtaining a statement set containing Chinese statements and English statements, performing word segmentation processing on the statement set to obtain a word set, establishing corresponding labels for the Chinese statements and the English statements, and generating a label set; converting the word set into a word vector through a word2vec model, taking the word vector as a training set, and storing the training set and the label set into a database; utilizing the training set and the label set to train a constructed machine translation model; and receiving a to-be-translated statement of a user, performing machine translation on the to-be-translated statement of the user by utilizing the trained machine translation model, and outputting the translated statement. The invention further provides a machine translation device and a computer readablestorage medium. According to the invention, accurate translation of the statement is realized.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a machine translation method, device and computer-readable storage medium based on knowledge content and intelligent models. Background technique [0002] Machine translation is the conversion between different natural languages ​​through computers, also known as automatic translation, which generally refers to the translation of partial sentences or full texts between natural languages. As a branch of applied linguistics, it is an interdisciplinary study based on linguistics, mathematics and computer science. Since the operation needs to be completed through computer databases and translation software, the development of machine translation is inseparable from the development of various disciplines such as computer science, mathematics, artificial intelligence, and linguistics. It can be said that the advancement of machine translation requires the techni...

AI Technical Summary

Problems solved by technology

The existing machine translation methods mainly have the following defects: First, there are various ambiguities and unknown phenomena in natural language, as well as new words and hot words that emerge in an endless stream.

If a sentence has the above problems, it may express two or more meanings, which is likely to cause deviations and misunderstandings in the understanding of the machine, and cause the translation to express different meanings from the original.

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