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SYSTEM FOR CORRECTING GRAMMATICAL ERRORS, AND METHOD FOR CORRECTING GRAMMATICAL ERRORS USING SAME

机译:用于校正语法错误的系统以及使用相同方法校正语法错误的方法

摘要

The present invention relates to a system for correcting grammatical errors, and a method for correcting grammatical errors using the same. Specifically, the system for correcting grammatical errors comprises: a learning portion for obtaining a plurality of context features according to language characteristics from a plurality of corpora and generating a first learning classification model and a second learning classification model, which are the criteria for grammatical error diagnosis, from the context features; and an execution portion for predicting grammatical errors with respect to the corpus inputted by a learner by using the first learning classification model and predicting and correcting grammatical errors using the first prediction result of grammatical errors and the second learning classification model, wherein the second learning classification model is generated through a repeated learning technique using the plurality of context features extracted from the plurality of corpora on the basis of the first prediction result.
机译:技术领域本发明涉及一种用于校正语法错误的系统以及一种用于使用该系统校正语法错误的方法。具体地,用于纠正语法错误的系统包括:学习部分,用于根据语言语料从多个语料中获得多个上下文特征,并生成作为语法错误标准的第一学习分类模型和第二学习分类模型。从上下文特征进行诊断;执行部分,用于通过使用第一学习分类模型来预测学习者输入的语料库的语法错误,并使用第一语法错误预测结果和第二学习分类模型来预测和校正语法错误,其中第二学习分类基于第一预测结果,使用从多个语料库提取的多个上下文特征,通过重复学习技术来生成模型。

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