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Research on the Automatic Error Correction Model Combined with Artificial Intelligence for College English Essays

机译:结合人工智能的大学英语散文自动纠错模型研究

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With the explosive development of artificial intelligence technology, the automatic error correction model combined with artificial intelligence has become a research focus in the field of artificial intelligence. Based on this, this paper proposes an automatic error correction model combined with artificial intelligence for college English essays to aim at the tedious, error-prone and time-consuming correction of college essays. Through survey and analysis of the situation of College Students' English essay error, this paper, taking essays of CET-6 as the research object, firstly assumes that the English essay is in a confusing system. And then an in-depth discussion is conducted on the mathematical statistical model and technical scheme involved in the intelligent error-correction by using frequency statistics to construct a model according to the characteristics of the confusing system. Finally, correcting suggestions are given through the experiment, which realizes the intelligent error correction of words and grammatical mistakes in college English essays. The experimental results show that the proposed automatic error correction model can not only analyze the spelling errors and grammatical errors, but also correct them automatically.
机译:随着人工智能技术的爆炸性发展,结合人工智能的自动纠错模型已成为人工智能领域的研究重点。在此基础上,针对大学英语论文,提出了一种结合人工智能的自动纠错模型,以解决大学论文的繁琐,易错,费时的问题。通过对大学生英语作文错误状况的调查分析,以CET-6作文为研究对象,首先假设英语作文处于混乱状态。然后,根据混淆系统的特点,通过频率统计的方法建立智能误差校正的数学统计模型和技术方案,进行了深入的探讨。最后通过实验给出了改正建议,实现了大学英语论文中单词和语法错误的智能纠错。实验结果表明,提出的自动纠错模型不仅可以分析拼写错误和语法错误,还可以自动纠正。

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