TY - GEN
T1 - Introduction to a proofreading tool for chinese spelling check task of SIGHAN-8
AU - Chang, Tao Hsing
AU - Yang, Cheng Han
AU - Chen, Hsueh Chih
N1 - Publisher Copyright:
© 2015 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. All rights reserved.
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
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M3 - Conference contribution
AN - SCOPUS:85103887368
T3 - 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
SP - 50
EP - 55
BT - 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
A2 - Yu, Liang-Chih
A2 - Sui, Zhifang
A2 - Zhang, Yue
A2 - Ng, Vincent
PB - Association for Computational Linguistics (ACL)
T2 - 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015
Y2 - 30 July 2015 through 31 July 2015
ER -