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A Method for Detecting Determiner Errors Designed for the Writing of Non-native Speakers of English

机译:专为英语非母语人士的写作而设计的确定性错误检测方法

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摘要

This paper proposes a method for detecting determiner errors, which are highly frequent in learner English. To augment conventional methods, the proposed method exploits a strong tendency displayed by learners in determiner usage, i.e., mistakenly omitting determiners most of the time. Its basic idea is simple and applicable to almost any conventional method. This paper also proposes combining the method with count-ability prediction, which results in further improvement. Experiments show that the proposed method achieves an F-measure of 0.684 and significantly outperforms conventional methods.
机译:本文提出了一种确定性错误的检测方法,该方法在学习者英语中很常见。为了增强常规方法,提出的方法利用了学习者在确定者使用中表现出的强烈趋势,即,在大多数情况下错误地省略了确定者。它的基本思想很简单,几乎可以应用于任何常规方法。本文还提出将该方法与可计数性预测相结合,从而进一步改进。实验表明,该方法的F值达到0.684,明显优于传统方法。

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