Translation method syncretizing sentential form template and statistics mechanical translation technique

Abstract

The invention discloses a translation method integrating sentence pattern template and statistical machine translation technology. The method includes: A. configuring sentence pattern templates, and establishing a sentence pattern template library; B. using the configured sentence pattern templates to input source language Carry out matching, if the matching is successful, convert the input source language into a sentence containing the source language words and the target language words, and execute step D; otherwise, execute step C; C, divide the input source language into subsections according to punctuation marks match the segmented clauses, and convert the segmented clauses into sentences containing the source language words and the target language words; D. Output the matched sentences containing the source language words and the target language words to the statistical machine The translation system performs the translation and obtains the translation result. The invention solves the problem that the statistical machine translation system cannot translate sentences with fixed sentence structure well, and makes the translation of sentences with fixed sentence structure more fluent.

Description

Technical field [0001] The invention relates to the technical field of statistical machine translation, in particular to a translation method that combines sentence pattern templates and statistical machine translation technology. Background technique [0002] With the rapid development of the world economy, cultural and economic exchanges between countries have become more and more frequent. People sometimes have to deal with materials and information in various languages ​​from various countries in their daily work and life. One of the main problems is language understanding. How to understand materials written in non-native languages ​​in a relatively short period of time has become a problem that needs to be solved urgently. [0003] Therefore, machine translation software came into being. Early machine translation mainly focused on the study of rule translation systems, but the writing of translation rules requires the participation of language experts, and usually a large n...

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Problems solved by technology

[0008] In view of this, the main purpose of the present invention is to provide a translation method that combines sentence templates and statistical machine translation technology to solve the problem that statistical machine translation systems cannot translate well sentences with fixed sentence structures, so that The translation of sentences with a fixed sentence structure is more fluent, which conforms to the translation structure of common sentence patterns in the field

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