Chinese word segmentation by classification of characters

Proceedings of the 3rd SIGHAN Workshop on Chinese Language Processing, SIGHAN@ACL 2004 - Held in cooperation with ACL 2004

Volumn , Issue , 2004, Pages 57-64

  Goh, Chooi Ling ^a   Asahara, Masayuki ^a   Matsumoto, Yuji ^a  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS;

CHINESE WORD SEGMENTATION; CLASSIFICATION METHODS; CONDITION; F MEASURE; MAXIMUM MATCHING ALGORITHMS; SEGMENTATION AMBIGUITIES; STATISTIC-BASED; SUPPORT VECTORS MACHINE;

SUPPORT VECTOR MACHINES;

EID: 84891589071     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Masayuki Asahara, Chooi Ling Goh, Xiaojie Wang, and Yuji Matsumoto. 2003. Combining Segmenter and Chunker for Chinese Word Segmentation. In Proceedings of Second SIGHAN Workshop on Chinese Language Processing, pages 144-147.
2. Keh-Jiann Chen and Ming-Hong Bai. 1997. Unknown Word Detection for Chinese By a Corpus-based Learning Method. In Proceedings of ROCLING X, pages 159-174.
3. Keh-Jiann Chen and Wei-Yun Ma. 2002. Unknown Word Extraction for Chinese Documents. In Proceedings of COLING 2002, volume 1, pages 169-175.
4. Guohong Fu and K . K . Luke. 2003. An Integrated Approach for Chinese Word Segmentation. In Proceedings of PA CLIC 17.
5. Guohong Pu and Xiaolong Wang. 1999. Un-supervised Chinese Word Segmentation and Unknown Word Identification. In Proceedings of NLPRS.
6. Changning Huang. 1997. Segmentation problem in Chinese processing. Applied Linguistics, 1:72-78.
7. Taku Kudo and Y u j i Matsumoto. 2001. Chunking with Support Vector Machines. In Proceedings of NAACL, pages 192-199.
8. Yu-Sheng Lai and Chung-Hsien Wu. 1999. Unknown Word and Phrase Extraction Using a Phrase-Like-Unit-Based Likelihood Ratio. In Proceeding of ICCPOL '99, pages 5-9.
9. Mu Li, Jianfeng Gao, Changning Huang, and Jianfeng Li . 2003. Unsupervised Training for Overlapping Ambiguity Resolution in Chinese Word Segmentation. In Proceedings of Second SIGHAN Workshop on Chinese Language Processing, pages 1-7.
10. Xiao Luo, Maosong Sun, and Benjamin K. Tsou. 2002. Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information. In Proceedings of COLINO 2002, pages 598-604.
11. Wei-Yun Ma and Keh-Jiann Chen. 2003. A Bottom-up Merging Algorithm for Chinese Unknown Word Extraction. In Proceedings of Second SIOHAN Workshop on Chinese Language Processing, pages 31-38.
12. Jian-Yun Nie, Marie-Louise Hannan, and Wanying Jin . 1995. Unknown Word Detection and Segmentation of Chinese Using Statistical and Heuristic Knowledge. Communications of COLIPS, Vol.5:47-57.
13. E r i k F. Tjong K i m Sang and John Veenstra. 1999. Representing Text Chunks. In Proceedings of EACL '99, pages 173-179.
14. Dayang Shen, Maosong Sun, and Changning Huang. 1998. The application & implementation of local statistics in Chinese unknown word identification. Communications of COLIPS, Vol.8.
15. Richard Sproat and Thomas Emerson. 2003. The first international Chinese word segmentation bakeoff. In Proceedings of Second SIOHAN Workshop on Chinese Language Processing, pages 133-143.
16. Kiyotaka Uchimoto, Qing Ma, Masaki Murata, Hiromi Ozaku, and Hitoshi Isahara. 2000. Named Entity Extraction Based on A Maximum Entropy Model and Transformational Rules. In Processing of the ACL 2000.
17. Vladimir N. Vapnik. 1995. The Nature of Statistical Learning Theory. Springer.
18. Nianwen Xue and Susan P. Converse. 2002. Combining Classifiers for Chinese Word Segmentation. In Proceedings of 1st SIOHAN Workshop on Chinese Language Processing, pages 57-63.
19. Hua-Ping Zhang, Qun L i u, Hao Zhang, and Xue-Qi Cheng. 2002. Automatic Regcognition of Chinese Unknown Words Based on Roles Tagging. In Proceedings of 1st SIOHAN Workshop on Chinese Language Processing.
20. Hua-Ping Zhang, Hong-Kui Yu, De-Yi Xiong, and Qun Liu . 2003. HHMM-based Chinese Lexical Analyzer ICT CLAS. In Proceedings of Second SIOHAN Workshop on Chinese Language Processing, pages 184-187.
21. Quo-Dong Zhou and Kim-Teng Lua . 1997. Detection of Unknown Chinese Words Using a Hybrid Approach. Computer Processing of Oriental Language, 11 (1): 63-75.