Chinese word segmentation based on mixing model

Wei Jiang; Jian Zhao; Yi Guan; Zhiming Xu

Chinese word segmentation based on mixing model

Wei Jiang^*
, Jian Zhao
, Yi Guan
, Zhiming Xu

^*Corresponding author for this work

Faculty of Computing

Harbin Institute of Technology

Research output: Contribution to conference › Paper › peer-review

8 Scopus citations

Abstract

This paper presents our recent work for participation in the Second International Chinese Word Segmentation Bakeoff. According to difficulties, we divide word segmentation into several sub-tasks, which are solved by mixed language models, so as to take advantage of each approach in addressing special problems. The experiment indicated that this system achieved 96.7% and 97.2% in F-measure in PKU and MSR open test respectively.

Original language	English
Pages	180-182
Number of pages	3
State	Published - 2005
Event	4th SIGHAN Workshop on Chinese Language Processing at the 2nd International Joint Conference on Natural Language Processing, SIGHAN@IJCNLP 2005 - Jeju Island, Korea, Republic of Duration: 14 Oct 2005 → 15 Oct 2005

Conference

Conference	4th SIGHAN Workshop on Chinese Language Processing at the 2nd International Joint Conference on Natural Language Processing, SIGHAN@IJCNLP 2005
Country/Territory	Korea, Republic of
City	Jeju Island
Period	14/10/05 → 15/10/05

Cite this

@conference{0b81a0e9908040cd82ce09ab5cd3adae,

title = "Chinese word segmentation based on mixing model",

abstract = "This paper presents our recent work for participation in the Second International Chinese Word Segmentation Bakeoff. According to difficulties, we divide word segmentation into several sub-tasks, which are solved by mixed language models, so as to take advantage of each approach in addressing special problems. The experiment indicated that this system achieved 96.7\% and 97.2\% in F-measure in PKU and MSR open test respectively.",

author = "Wei Jiang and Jian Zhao and Yi Guan and Zhiming Xu",

note = "Publisher Copyright: {\textcopyright} 2005 SIGHAN@IJCNLP 2005 - 4th SIGHAN Workshop on Chinese Language Processing, Proceedings of the Workshop. All Rights Reserved.; 4th SIGHAN Workshop on Chinese Language Processing at the 2nd International Joint Conference on Natural Language Processing, SIGHAN@IJCNLP 2005 ; Conference date: 14-10-2005 Through 15-10-2005",

year = "2005",

language = "英语",

pages = "180--182",

}

Chinese word segmentation based on mixing model. / Jiang, Wei; Zhao, Jian; Guan, Yi et al.
2005. 180-182 Paper presented at 4th SIGHAN Workshop on Chinese Language Processing at the 2nd International Joint Conference on Natural Language Processing, SIGHAN@IJCNLP 2005, Jeju Island, Korea, Republic of.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - Chinese word segmentation based on mixing model

AU - Jiang, Wei

AU - Zhao, Jian

AU - Guan, Yi

AU - Xu, Zhiming

PY - 2005

Y1 - 2005

N2 - This paper presents our recent work for participation in the Second International Chinese Word Segmentation Bakeoff. According to difficulties, we divide word segmentation into several sub-tasks, which are solved by mixed language models, so as to take advantage of each approach in addressing special problems. The experiment indicated that this system achieved 96.7% and 97.2% in F-measure in PKU and MSR open test respectively.

AB - This paper presents our recent work for participation in the Second International Chinese Word Segmentation Bakeoff. According to difficulties, we divide word segmentation into several sub-tasks, which are solved by mixed language models, so as to take advantage of each approach in addressing special problems. The experiment indicated that this system achieved 96.7% and 97.2% in F-measure in PKU and MSR open test respectively.

UR - https://www.scopus.com/pages/publications/33646355071

M3 - 论文

AN - SCOPUS:33646355071

SP - 180

EP - 182

T2 - 4th SIGHAN Workshop on Chinese Language Processing at the 2nd International Joint Conference on Natural Language Processing, SIGHAN@IJCNLP 2005

Y2 - 14 October 2005 through 15 October 2005

ER -

Chinese word segmentation based on mixing model

Abstract

Conference

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