Building a confused character set for Chinese spell checking

Lung Hao Lee; Wun Syuan Wu; Jian Hong Li; Yu Chi Lin; Yuen Hsien Tseng

Building a confused character set for Chinese spell checking

Lung Hao Lee, Wun Syuan Wu, Jian Hong Li, Yu Chi Lin, Yuen Hsien Tseng

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

In this paper, we describe the construction details of a confused character set for Chinese spell checking. The SIGHAN 2013-2015 bakeoff datasets are adopted to measure the performance of correct character suggestions. Our confusion set significantly outperforms the existing confusion set in candidate selection for automatic spelling checkers.

Original language	English
Title of host publication	ICCE 2019 - 27th International Conference on Computers in Education, Proceedings
Editors	Maiga Chang, Hyo-Jeong So, Lung-Hsiang Wong, Fu-Yun Yu, Ju-Ling Shih, Ivica Boticki, Ming-Puu Chen, Ali Dewan, Stian Haklev, Elizabeth Koh, Tomoko Kojiri, Kuo-Chen Li, Daner Sun, Yun Wen
Publisher	Asia-Pacific Society for Computers in Education
Pages	703-705
Number of pages	3
ISBN (Electronic)	9789869721431
State	Published - 19 Nov 2019
Event	27th International Conference on Computers in Education, ICCE 2019 - Kenting, Taiwan Duration: 2 Dec 2019 → 6 Dec 2019

Publication series

Name	ICCE 2019 - 27th International Conference on Computers in Education, Proceedings
Volume	1

Conference

Conference	27th International Conference on Computers in Education, ICCE 2019
Country/Territory	Taiwan
City	Kenting
Period	2/12/19 → 6/12/19

Keywords

Chinese spell checking
Confusion set
Pronunciation similarity
Shape similarity

Chinese Knowledge Base Construction and Applications for Medical Healthcare Domain(1/3)
Lee, L.-H. (PI)
1/05/19 → 30/04/20
Project: Research

Cite this

Lee, L. H., Wu, W. S., Li, J. H., Lin, Y. C., & Tseng, Y. H. (2019). Building a confused character set for Chinese spell checking. In M. Chang, H.-J. So, L.-H. Wong, F.-Y. Yu, J.-L. Shih, I. Boticki, M.-P. Chen, A. Dewan, S. Haklev, E. Koh, T. Kojiri, K.-C. Li, D. Sun, & Y. Wen (Eds.), ICCE 2019 - 27th International Conference on Computers in Education, Proceedings (pp. 703-705). (ICCE 2019 - 27th International Conference on Computers in Education, Proceedings; Vol. 1). Asia-Pacific Society for Computers in Education.

Lee, Lung Hao ; Wu, Wun Syuan ; Li, Jian Hong et al. / Building a confused character set for Chinese spell checking. ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. editor / Maiga Chang ; Hyo-Jeong So ; Lung-Hsiang Wong ; Fu-Yun Yu ; Ju-Ling Shih ; Ivica Boticki ; Ming-Puu Chen ; Ali Dewan ; Stian Haklev ; Elizabeth Koh ; Tomoko Kojiri ; Kuo-Chen Li ; Daner Sun ; Yun Wen. Asia-Pacific Society for Computers in Education, 2019. pp. 703-705 (ICCE 2019 - 27th International Conference on Computers in Education, Proceedings).

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title = "Building a confused character set for Chinese spell checking",

abstract = "In this paper, we describe the construction details of a confused character set for Chinese spell checking. The SIGHAN 2013-2015 bakeoff datasets are adopted to measure the performance of correct character suggestions. Our confusion set significantly outperforms the existing confusion set in candidate selection for automatic spelling checkers.",

keywords = "Chinese spell checking, Confusion set, Pronunciation similarity, Shape similarity",

author = "Lee, {Lung Hao} and Wu, {Wun Syuan} and Li, {Jian Hong} and Lin, {Yu Chi} and Tseng, {Yuen Hsien}",

note = "Publisher Copyright: {\textcopyright} 2019 International Conference on Computers in Education, Proceedings.All right reserved.; 27th International Conference on Computers in Education, ICCE 2019 ; Conference date: 02-12-2019 Through 06-12-2019",

year = "2019",

month = nov,

day = "19",

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series = "ICCE 2019 - 27th International Conference on Computers in Education, Proceedings",

publisher = "Asia-Pacific Society for Computers in Education",

pages = "703--705",

editor = "Maiga Chang and Hyo-Jeong So and Lung-Hsiang Wong and Fu-Yun Yu and Ju-Ling Shih and Ivica Boticki and Ming-Puu Chen and Ali Dewan and Stian Haklev and Elizabeth Koh and Tomoko Kojiri and Kuo-Chen Li and Daner Sun and Yun Wen",

booktitle = "ICCE 2019 - 27th International Conference on Computers in Education, Proceedings",

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Lee, LH, Wu, WS, Li, JH, Lin, YC & Tseng, YH 2019, Building a confused character set for Chinese spell checking. in M Chang, H-J So, L-H Wong, F-Y Yu, J-L Shih, I Boticki, M-P Chen, A Dewan, S Haklev, E Koh, T Kojiri, K-C Li, D Sun & Y Wen (eds), ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. ICCE 2019 - 27th International Conference on Computers in Education, Proceedings, vol. 1, Asia-Pacific Society for Computers in Education, pp. 703-705, 27th International Conference on Computers in Education, ICCE 2019, Kenting, Taiwan, 2/12/19.

Building a confused character set for Chinese spell checking. / Lee, Lung Hao; Wu, Wun Syuan; Li, Jian Hong et al.
ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. ed. / Maiga Chang; Hyo-Jeong So; Lung-Hsiang Wong; Fu-Yun Yu; Ju-Ling Shih; Ivica Boticki; Ming-Puu Chen; Ali Dewan; Stian Haklev; Elizabeth Koh; Tomoko Kojiri; Kuo-Chen Li; Daner Sun; Yun Wen. Asia-Pacific Society for Computers in Education, 2019. p. 703-705 (ICCE 2019 - 27th International Conference on Computers in Education, Proceedings; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Lee, Lung Hao

AU - Wu, Wun Syuan

AU - Li, Jian Hong

AU - Lin, Yu Chi

AU - Tseng, Yuen Hsien

PY - 2019/11/19

Y1 - 2019/11/19

N2 - In this paper, we describe the construction details of a confused character set for Chinese spell checking. The SIGHAN 2013-2015 bakeoff datasets are adopted to measure the performance of correct character suggestions. Our confusion set significantly outperforms the existing confusion set in candidate selection for automatic spelling checkers.

AB - In this paper, we describe the construction details of a confused character set for Chinese spell checking. The SIGHAN 2013-2015 bakeoff datasets are adopted to measure the performance of correct character suggestions. Our confusion set significantly outperforms the existing confusion set in candidate selection for automatic spelling checkers.

KW - Chinese spell checking

KW - Confusion set

KW - Pronunciation similarity

KW - Shape similarity

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M3 - 會議論文篇章

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T3 - ICCE 2019 - 27th International Conference on Computers in Education, Proceedings

SP - 703

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BT - ICCE 2019 - 27th International Conference on Computers in Education, Proceedings

A2 - Chang, Maiga

A2 - So, Hyo-Jeong

A2 - Wong, Lung-Hsiang

A2 - Yu, Fu-Yun

A2 - Shih, Ju-Ling

A2 - Boticki, Ivica

A2 - Chen, Ming-Puu

A2 - Dewan, Ali

A2 - Haklev, Stian

A2 - Koh, Elizabeth

A2 - Kojiri, Tomoko

A2 - Li, Kuo-Chen

A2 - Sun, Daner

A2 - Wen, Yun

PB - Asia-Pacific Society for Computers in Education

T2 - 27th International Conference on Computers in Education, ICCE 2019

Y2 - 2 December 2019 through 6 December 2019

ER -

Lee LH, Wu WS, Li JH, Lin YC, Tseng YH. Building a confused character set for Chinese spell checking. In Chang M, So HJ, Wong LH, Yu FY, Shih JL, Boticki I, Chen MP, Dewan A, Haklev S, Koh E, Kojiri T, Li KC, Sun D, Wen Y, editors, ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. Asia-Pacific Society for Computers in Education. 2019. p. 703-705. (ICCE 2019 - 27th International Conference on Computers in Education, Proceedings).

Building a confused character set for Chinese spell checking

Abstract

Publication series

Conference

Keywords

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Projects

Chinese Knowledge Base Construction and Applications for Medical Healthcare Domain(1/3)

Cite this