Machine translation method, training method, corresponding device and electronic equipment

A machine translation and target language technology, applied in the field of natural language processing, can solve problems such as consumption of computing resources, high labor costs, and no improvement in algorithms, so as to improve processing efficiency, avoid multiple calculations, and reduce the amount of calculation.
CN110956045AInactive Publication Date: 2020-04-03BEIJING SAMSUNG TELECOM R&D CENT +1
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Patent Information

Authority / Receiving Office
CN Β· China
Current Assignee / Owner
BEIJING SAMSUNG TELECOM R&D CENT
Publication Date
2020-04-03
Estimated Expiration
Not applicable Β· inactive patent

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Abstract

The invention provides a machine translation method, a training method, a corresponding device and electronic equipment. The machine translation method comprises the steps of obtaining a semantic codecorresponding to a source language input text; and based on the one or more target languages, respectively decoding the semantic codes to obtain output texts of the one or more target languages. According to the technical scheme provided by the invention, the semantic code corresponding to the source language input text only needs to be obtained once; therefore, the semantic codes can be repeatedly utilized, the output texts of different target languages are obtained through decoding based on the corresponding target languages, multiple times of calculation in the coding process are avoided,the overall calculation amount can be greatly reduced, and the processing efficiency of multi-language translation is effectively improved.
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Description

technical field

[0001] The present application relates to the technical field of natural language processing. Specifically, the present application relates to a machine translation method, a training method, a corresponding device and electronic equipment. Background technique

[0002] Natural language processing is a technology for effective communication between humans and computers using natural language. Natural language is the crystallization of human wisdom, and the research on natural language processing is full of charm and challenges. After the development in recent years, the theoretical basis of natural language processing technology has become increasingly mature, and the scope of application has become wider and wider, which has driven a wave of industry boom.

[0003] Counting from the 1950s, the research on natural language processing started from the machine translation system. Through a large number of scientific experiments, the public and the scientific c...

Claims

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