Kuang-hua Chen

Also published as: Kuang-Hua Chen


2016

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The Construction of a Chinese Collocational Knowledge Resource and Its Application for Second Language Acquisition
Renfen Hu | Jiayong Chen | Kuang-hua Chen
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers

The appropriate use of collocations is a challenge for second language acquisition. However, high quality and easily accessible Chinese collocation resources are not available for both teachers and students. This paper presents the design and construction of a large scale resource of Chinese collocational knowledge, and a web-based application (OCCA, Online Chinese Collocation Assistant) which offers free and convenient collocation search service to end users. We define and classify collocations based on practical language acquisition needs and utilize a syntax based method to extract nine types of collocations. Totally 37 extraction rules are compiled with word, POS and dependency relation features, 1,750,000 collocations are extracted from a corpus for L2 learning and complementary Wikipedia data, and OCCA is implemented based on these extracted collocations. By comparing OCCA with two traditional collocation dictionaries, we find OCCA has higher entry coverage and collocation quantity, and our method achieves quite low error rate at less than 5%. We also discuss how to apply collocational knowledge to grammatical error detection and demonstrate comparable performance to the best results in 2015 NLP-TEA CGED shared task. The preliminary experiment shows that the collocation knowledge is helpful in detecting all the four types of grammatical errors.

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 21, Number 1, June 2016
Yuen-Hsien Tseng | Kuang-Hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 21, Number 1, June 2016

2014

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 1, March 2014
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 1, March 2014

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 2, June 2014
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 2, June 2014

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 3, September 2014
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 3, September 2014

2013

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 18, Number 1, March 2013
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 18, Number 1, March 2013

2012

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 1, March 2012
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 1, March 2012

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 3, September 2012
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 3, September 2012

2011

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 16, Number 1-2, March/June 2011
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 16, Number 1-2, March/June 2011

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 16, Number 3-4, September/December 2011
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 16, Number 3-4, September/December 2011

2010

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 1, March 2010
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 1, March 2010

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 2, June 2010
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 2, June 2010

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 3-4, September/December 2010
Yuen-Hsien Tseng | Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 3-4, September/December 2010

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學術會議資訊之擷取及其應用 (Information Extraction for Academic Conference and It’s Application) [In Chinese]
Kuang-hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 15, Number 3-4, September/December 2010

2009

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 3, September 2009
Yuen-Hsien Tseng | Kuang-Hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 3, September 2009

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 4, December 2009
Yuen-Hsien Tseng | Kuang-Hua Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 4, December 2009

2007

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Proceedings of the 19th Conference on Computational Linguistics and Speech Processing
Kuang-Hua Chen | Berlin Chen
Proceedings of the 19th Conference on Computational Linguistics and Speech Processing

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ROCLING 2007 Poster Papers
Kuang-Hua Chen | Berlin Chen
ROCLING 2007 Poster Papers

2000

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Proceedings of Research on Computational Linguistics Conference XIII
Lee-Feng Chien | Kuang-Hua Chen
Proceedings of Research on Computational Linguistics Conference XIII

1999

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Automatically Controlled-Vocabulary Indexing for Text Retrieval
Kuang-Hua Chen | Chien-Tin Wu
Proceedings of Research on Computational Linguistics Conference XII

1996

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A Rule-Based and MT-Oriented Approach to Prepositional Phrase Attachment
Kuang-hua Chen | Hsin-Hsi Chen
COLING 1996 Volume 1: The 16th International Conference on Computational Linguistics

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A Hybrid Approach to Machine Translation System Design
Kuang-Hua Chen | Hsin-Hsi Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 1, Number 1, August 1996

1995

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Topic Identification in Discourse
Kuang-hua Chen
Seventh Conference of the European Chapter of the Association for Computational Linguistics

1994

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Extracting Noun Phrases from Large-Scale Texts: A Hybrid Approach and Its Automatic Evaluation
Kuang-hua Chen | Hsin-Hsi Chen
32nd Annual Meeting of the Association for Computational Linguistics

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A Part-of-Speech-Based Alignment Algorithm
Kuang-hua Chen | Hsin-Hsi Chen
COLING 1994 Volume 1: The 15th International Conference on Computational Linguistics

1993

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A Probabilistic Chunker
Kuang-hua Chen | Hsin-Hsi Chen
Proceedings of Rocling VI Computational Linguistics Conference VI