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篇名
A Study on Chinese Spelling Check Using Confusion Sets and N-gram Statistics
作者 Chuan-Jie Lin (Chuan-Jie Lin)Wei-Cheng Chu (Wei-Cheng Chu)
英文摘要
This paper proposes an automatic method to build a Chinese spelling check system. Confusion sets were expanded by using two language resources, Shuowen Jiezi and the Four-Corner codes, which improved the coverages of the confusion sets. Nine scoring functions which utilize the frequency data in the Google Ngram Datasets were proposed, where the idea of smoothing was also adopted. Thresholds were also decided in an automatic way. The final system achieved far better than our baseline system in CSC 2013 Evaluation Task.
起訖頁 23-47
關鍵詞 Chinese Spelling CheckConfusion Set ExpansionGoogle Ngram Scoring Function
刊名 中文計算語言學期刊  
期數 201506 (20:1期)
出版單位 中華民國計算語言學學會
該期刊-上一篇 HANSpeller: A Unified Framework for Chinese Spelling Correction
該期刊-下一篇 Automatically Detecting Syntactic Errors in Sentences Written by Learners of Chinese as a Foreign Language
 

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