Construction and Optimization of English Machine Translation Model Based on Hybrid Intelligent Algorithm

English grammar is a prerequisite for mastering English, and its complexity and learning difficulty perplex most English learners. Most English learners will encounter all kinds of difficulties in the stage of English learning, so English grammar learning has become a module for English learners to invest energy in learning. The goal correction is to automatically correct grammar errors in the text through computer programs, that is, to identify and correct grammar errors based on the analysis of the context of the input text, so as to ensure the accuracy of the output text and not affect its own semantics.