Restricted-domain question classification with the help of syntactic structures relationships and domain characteristic

Journal of Computational Information Systems

Volumn 4, Issue 6, 2008, Pages 2659-2665

  Meng, Xiangyan ^a   Yu, Zhengtao ^a,b   Zhang, Cheng ^a   Li, Yingwei ^b   Guo, Jianyi ^a,b   Mao, Cunli ^a  

^a KUNMING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b Institute of Intelligent Information Processing   (China)

Author keywords

Domain characteristic; Improved bayess; Question classification; Restricted domain; Syntactic structures

Indexed keywords

DOMAIN CHARACTERISTIC; IMPROVED BAYESS; QUESTION CLASSIFICATION; RESTRICTED-DOMAIN; SYNTACTIC STRUCTURES;

EDUCATION; LEARNING ALGORITHMS;

SYNTACTICS;

EID: 65649122742     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. ZHANG Liang, CHEN Zhao-Xiong, HUANG He-Yan et al. Research of Question Classification Computation Modal [J]. Computer Science, 2006, 33 (4): 9-12.
2. Xin Li, Dan Roth. Learning Question Classfier [C]. The 19th Internation Linguistics, Morgan Kaufmann Publishers, Morgan Kaufmann Publishers, Taipei. 2002. 556-562.
3. Dell Zhang, Wee Sun Lee. Question Classification Using Support Vector Machines [C]. In the 26th ACM SIGIR. ACM Press, 2003.
4. Carlson, C. Cumby, J. Rosen, et al. The SNoW learning architecture [C]. In: UIUCDCS-R-99-2101, UIUC Computer Science Department, 1999.
5. Xin Li, Dan Roth, Kevin Small. The Role of Semantic Information in Learning Question Classifiers [C]. In Proceedings of the 1st International Joint Conference on Natural Language Processing, 2004.
6. Zhang Yu, Liu Ting, Wen Xu et al. Modified Bayesian Model Based Question Classification [J]. Journal of Chinese Information Processing, 2005, 19 (2): 100-105.
7. WEN Xu, ZHANG Yu, LIU Ting, MA Jin-Shan et al. Syntactic Structure Parsing Based Chinese Question Classification [J]. Journal of Chinese Information Processing, 2006, 20 (2): 33-39.