Subword-based tagging by conditional random fields for Chinese word segmentation

HLT-NAACL 2006 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Short Papers

Volumn , Issue , 2006, Pages 193-196

  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

CHINESE WORD SEGMENTATION; CONFIDENCE MEASURE; F-SCORE; MEASURE APPROACH; PERFORMANCE; SUB WORDS;

COMPUTATIONAL LINGUISTICS;

EID: 85119977662     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Thomas Emerson. 2005. The second international chinese word segmentation bakeoff. In Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, Jeju, Korea.
2. 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.
3. 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.
4. 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.
5. Nianwen Xue and Libin Shen. 2003. Chinese word segmentation as LMR tagging. In Proceedings of the Second SIGHAN Workshop on Chinese Language Processing.