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篇名
Improving the Template Generation for Chinese Character Error Detection with Confusion Sets
作者 Chen, Yong-zhi (Chen, Yong-zhi)Wu, Shih-hung (Wu, Shih-hung)Yang, Ping-che (Yang, Ping-che)Ku, Tsun (Ku, Tsun)
中文摘要
In this paper, we propose a system that automatically generates templates for detecting Chinese character errors. We first collect the confusion sets for each high-frequency Chinese character. Error types include pronunciation-related errors and radical-related errors. With the help of the confusion sets, our system generates possible error patterns in context, which will be used as detection templates. Combined with a word segmentation module, our system generates more accurate templates. The experimental results show the precision of performance approaches 95%. Such a system should not only help teachers grade and check student essays, but also effectively help students learn how to write.
起訖頁 127-143
關鍵詞 Template generationTemplate miningChinese character error
刊名 中文計算語言學期刊  
期數 201006 (15:2期)
出版單位 中華民國計算語言學學會
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