Subword-based tagging for confidence-dependent Chinese word segmentation

COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Main Conference Poster Sessions

Volumn , Issue , 2006, Pages 961-968

  Zhang, Ruiqiang ^a,b   Kikui, Genichiro ^a   Sumita, Eiichiro ^a,b  

^a NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY   (Japan)

^b ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; MAXIMUM ENTROPY METHODS;

CHINESE WORD SEGMENTATION; COMPARATIVE EXPERIMENTS; CONFIDENCE MEASURE; F-SCORE; FIELD METHODS; MAXIMUM-ENTROPY; MEASURE APPROACH; SUB WORDS; TEST DATA;

RANDOM PROCESSES;

EID: 57849088075     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Masayuki Asahara, Kenta Fukuoka, Ai Azuma, Chooi-Ling Goh, Yotaro Watanabe, Yuji Matsumoto, and Takashi Tsuzuki. 2005. Combination of machine learning methods for optimum chinese word segmentation. In Forth SIGHAN Workshop on Chinese Language Processing, Proceedings of the Workshop, pages 134-137, Jeju, Korea.
2. Thomas Emerson. 2005. The second international chinese word segmentation bakeoff. In Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, Jeju, Korea.
3. Jianfeng Gao, Andi Wu, Mu Li, Chang-Ning Huang, Hongqiao Li, Xinsong Xia, and Haowei Qin. 2004. Adaptive chinese word segmentation. In ACL-2004, Barcelona, July.
4. Frederick Jelinek. 1998. Statistical methods for speech recognition. the MIT Press.
5. Taku Kudo and Yuji Matsumoto. 2001. Chunking with support vector machine. In Proc. of NAACL-2001, pages 192-199.
6. John Lafferty, Andrew McCallum, and Fernando Pereira. 2001. Conditional random fields: probabilistic models for segmenting and labeling sequence data. In Proc. of ICML-2001, pages 591-598.
7. Tetsuji Nakagawa. 2004. Chinese and japanese word segmentation using word-level and character-level information. In Proceedings of Coling 2004, pages 466-472, Geneva, August.
8. Fuchun Peng and Andrew McCallum. 2004. Chinese segmentation and new word detection using conditional random fields. In Proc. of Coling-2004, pages 562-568, Geneva, Switzerland.
9. Richard Sproat and Tom Emerson. 2003. The first international chinese word segmentation bakeoff. In Proceedings of the Second SIGHAN Workshop on Chinese Language Processing, Sapporo, Japan, July.
10. Huihsin Tseng, Pichuan Chang, Galen Andrew, Daniel Jurafsky, and Christopher Manning. 2005. A conditional random field word segmenter for Sighan bakeoff 2005. In Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, Jeju, Korea.
11. Nianwen Xue and Libin Shen. 2003. Chinese word segmentation as LMR tagging. In Proceedings of the Second SIGHAN Workshop on Chinese Language Processing.
12. Huaping Zhang, HongKui Yu, Deyi xiong, and Qun Liu. 2003. HHMM-based Chinese lexical analyzer ICTCLAS. In Proceedings of the Second SIGHAN Workshop on Chinese Language Processing, pages 184-187.
13. Ruiqiang Zhang, Genichiro Kikui, and Eiichiro Sumita. 2006. Subword-based tagging by conditional random fields for chinese word segmentation. In Proc. of HLTNAACL.