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Evaluating performance of grammatical error detection to maximize learning effect

机译:评估语法错误检测的性能以最大程度地提高学习效果

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This paper proposes a method for eval- uating grammatical error detection meth- ods to maximize the learning effect ob- tained by grammatical error detection. To achieve this, this paper sets out the following two hypotheses ?imperfect, rather than perfect, error detection max- imizes learning effect; and precision- oriented error detection is better than a recall-oriented one in terms of learning ef- fect. Experiments reveal that (i) precision- oriented error detection has a learning ef- fect comparable to that of feedback by a human tutor, although the u0002rst hypothesis is not supported; (ii) precision-oriented er- ror detection is better than recall-oriented in terms of learning effect; (iii)
机译:本文提出了一种评估语法错误检测方法的方法,该方法可以最大程度地提高语法错误检测所获得的学习效果。为了达到这个目的,本文提出了以下两个假设:错误检测不是完美的,而是完美的,可以最大程度地提高学习效果。就学习效果而言,面向精度的错误检测比面向召回的错误检测要好。实验表明:(i)面向精度的错误检测的学习效果可与人类导师的反馈相媲美,尽管不支持第一个假设。 (ii)就学习效果而言,面向精度的错误检测要比面向召回的更好; (iii)

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