Introduction to a proofreading tool for chinese spelling check task of SIGHAN-8

Tao Hsing Chang, Cheng Han Yang, Hsueh Chih Chen

研究成果: 書貢獻/報告類型會議論文篇章

5 引文 斯高帕斯(Scopus)

摘要

The detection and correction of erroneous Chinese characters is an important problem in many applications. This paper proposed an automatic method for correcting erroneous Chinese characters. The method is divided into two parts, which separately handle two types of erroneous character: The occurrence of an erroneous character in a word length of one, and the occurrence in a word length of two or more. The first primarily makes use of a rulesbased method, while the second integrates parameters of similarity and syntax rationality using a linear regression model to predict erroneous characters. Experimental results shown that the F1 and FPR of the proposed method are 0.34 and 0.18 respectively.

原文英語
主出版物標題Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015
編輯Liang-Chih Yu, Zhifang Sui, Yue Zhang, Vincent Ng
發行者Association for Computational Linguistics (ACL)
頁面50-55
頁數6
ISBN(電子)9781941643570
出版狀態已發佈 - 2015
事件8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - Beijing, 中国
持續時間: 2015 7月 302015 7月 31

出版系列

名字Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015

會議

會議8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015
國家/地區中国
城市Beijing
期間2015/07/302015/07/31

ASJC Scopus subject areas

  • 語言與語言學
  • 電腦科學應用
  • 教育
  • 語言和語言學

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