Machine translation method, device and equipment and storage medium

Abstract

The embodiment of the invention provides a machine translation method, device and equipment and a storage medium. The method comprises: acquiring to-be-translated sentences, and the to-be-translated sentences comprising P to-be-translated words; obtaining M first candidate words corresponding to a previous to-be-translated word of the current to-be-translated word and the probability of the previous to-be-translated word at N positions; determining the probability that the current to-be-translated word is each second candidate word under the condition of each first candidate word according tothe probability of the M first candidate words and the probability of the previous to-be-translated word at N positions; and translating the to-be-translated statement according to the probability that each to-be-translated word in the P to-be-translated words corresponds to each candidate word. Therefore, the translation accuracy can be improved.

Description

technical field [0001] The embodiments of the present application relate to the technical field of translation, and in particular, to a machine translation method, device, device, and storage medium. Background technique [0002] Machine translation is a terminal function often used by people, which mainly involves candidate word selection and word order estimation. The so-called candidate word selection refers to selecting the corresponding candidate word for the word to be translated. The so-called word order presumption refers to the translation order. [0003] At present, the translation equipment usually adopts the translation order from left to right or from right to left, that is, the translation equipment adopts a fixed order, and determines the candidate word corresponding to the current word to be translated according to the candidate word corresponding to the previous word of the current word to be translated. Because the prediction error generated by the previo...

AI Technical Summary

Problems solved by technology

Because the prediction error generated by the previous word may cause the translation error of the word to be translated, that is, the more backward the translation, the higher the probability of error, but the position of an important word in a sentence to be translated may not be in the front position, so this is based on The method of translation in a fixed order may cause the problem that important words in the sentence to be translated cannot be translated accurately, resulting in a problem of low translation accuracy

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