Design of Translation Accuracy Correction Algorithm for English Translation Software Based on Semantic Relations

Up to now, a fully automatic and high-quality software translation system has not appeared, which is due to the complexity of language knowledge and the limitation of human understanding of language laws. At present, the research of software translation is not limited to the syntactic and semantic analysis of a single sentence, but also to fully explore the internal laws of language and deeply explore various contextual information including sentence groups, paragraphs, chapters and genres. Therefore, this paper studies the accuracy methods of software translation in English language and literature. This paper describes the implementation process of similar instance retrieval module and translation generation module in software translation, and further proofreads the accurate translation of English language through data-oriented translation model.