Exploiting clause boundary information as features for Chinese functional chunk parsing

Yiou Zhao; Tiejun Zhao

doi:10.1109/FSKD.2015.7382058

Exploiting clause boundary information as features for Chinese functional chunk parsing

Yiou Zhao
, Tiejun Zhao

School of Computer Science and Technology, Harbin Institute of Technology

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

Abstract

This paper aims at using clause boundary information to improve the performance of the Chinese functional chunk parsing. Firstly, we propose a rule-based method using both punctuation and predicate information to automatically exploit the boundary of the clause, then, we apply these information to the Chinese functional chunk parsing which is based on CRF model as features. The experiment results show that the use of the clause boundary information can contribute to significant performance improvements which outperform the other methods. Specifically, these features can better deal with comparably long and complex chunk.

Original language	English
Title of host publication	2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
Editors	Zhuo Tang, Jiayi Du, Shu Yin, Renfa Li, Ligang He
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	874-878
Number of pages	5
ISBN (Electronic)	9781467376822
DOIs	https://doi.org/10.1109/FSKD.2015.7382058
State	Published - 13 Jan 2016
Externally published	Yes
Event	12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015 - Zhangjiajie, China Duration: 15 Aug 2015 → 17 Aug 2015

Publication series

Name	2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015

Conference

Conference	12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
Country/Territory	China
City	Zhangjiajie
Period	15/08/15 → 17/08/15

Keywords

Chinese functional chunk parsing
clause boundary extraction
conditional random field

Access to Document

10.1109/FSKD.2015.7382058

Cite this

Zhao, Y., & Zhao, T. (2016). Exploiting clause boundary information as features for Chinese functional chunk parsing. In Z. Tang, J. Du, S. Yin, R. Li, & L. He (Eds.), 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015 (pp. 874-878). Article 7382058 (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FSKD.2015.7382058

Zhao, Yiou ; Zhao, Tiejun. / Exploiting clause boundary information as features for Chinese functional chunk parsing. 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015. editor / Zhuo Tang ; Jiayi Du ; Shu Yin ; Renfa Li ; Ligang He. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 874-878 (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015).

@inproceedings{a364bc014c0d4e3dae4b7449f2bb4b7c,

title = "Exploiting clause boundary information as features for Chinese functional chunk parsing",

abstract = "This paper aims at using clause boundary information to improve the performance of the Chinese functional chunk parsing. Firstly, we propose a rule-based method using both punctuation and predicate information to automatically exploit the boundary of the clause, then, we apply these information to the Chinese functional chunk parsing which is based on CRF model as features. The experiment results show that the use of the clause boundary information can contribute to significant performance improvements which outperform the other methods. Specifically, these features can better deal with comparably long and complex chunk.",

keywords = "Chinese functional chunk parsing, clause boundary extraction, conditional random field",

author = "Yiou Zhao and Tiejun Zhao",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015 ; Conference date: 15-08-2015 Through 17-08-2015",

year = "2016",

month = jan,

day = "13",

doi = "10.1109/FSKD.2015.7382058",

language = "英语",

series = "2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "874--878",

editor = "Zhuo Tang and Jiayi Du and Shu Yin and Renfa Li and Ligang He",

booktitle = "2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015",

address = "美国",

}

Zhao, Y & Zhao, T 2016, Exploiting clause boundary information as features for Chinese functional chunk parsing. in Z Tang, J Du, S Yin, R Li & L He (eds), 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015., 7382058, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, Institute of Electrical and Electronics Engineers Inc., pp. 874-878, 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, Zhangjiajie, China, 15/08/15. https://doi.org/10.1109/FSKD.2015.7382058

Exploiting clause boundary information as features for Chinese functional chunk parsing. / Zhao, Yiou; Zhao, Tiejun.
2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015. ed. / Zhuo Tang; Jiayi Du; Shu Yin; Renfa Li; Ligang He. Institute of Electrical and Electronics Engineers Inc., 2016. p. 874-878 7382058 (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015).

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

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AU - Zhao, Tiejun

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N2 - This paper aims at using clause boundary information to improve the performance of the Chinese functional chunk parsing. Firstly, we propose a rule-based method using both punctuation and predicate information to automatically exploit the boundary of the clause, then, we apply these information to the Chinese functional chunk parsing which is based on CRF model as features. The experiment results show that the use of the clause boundary information can contribute to significant performance improvements which outperform the other methods. Specifically, these features can better deal with comparably long and complex chunk.

AB - This paper aims at using clause boundary information to improve the performance of the Chinese functional chunk parsing. Firstly, we propose a rule-based method using both punctuation and predicate information to automatically exploit the boundary of the clause, then, we apply these information to the Chinese functional chunk parsing which is based on CRF model as features. The experiment results show that the use of the clause boundary information can contribute to significant performance improvements which outperform the other methods. Specifically, these features can better deal with comparably long and complex chunk.

KW - Chinese functional chunk parsing

KW - clause boundary extraction

KW - conditional random field

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DO - 10.1109/FSKD.2015.7382058

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A2 - Du, Jiayi

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A2 - Li, Renfa

A2 - He, Ligang

PB - Institute of Electrical and Electronics Engineers Inc.

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Zhao Y, Zhao T. Exploiting clause boundary information as features for Chinese functional chunk parsing. In Tang Z, Du J, Yin S, Li R, He L, editors, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 874-878. 7382058. (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015). doi: 10.1109/FSKD.2015.7382058

Exploiting clause boundary information as features for Chinese functional chunk parsing

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