Improving the accuracy of question classification with machine learning

2007 IEEE International Conference on Research, Innovation and Vision for the Future, RIVF 2007

Volumn , Issue , 2007, Pages 234-241

  Nguyen, Tri Thanh ^a   Nguyen, Le Minh ^a   Shimazu, Akira ^a  

^a JAPAN ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ALGORITHMS; HIERARCHY EXPANSION; QUESTION CLASSIFICATION;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); CLUSTER ANALYSIS; SUPERVISED LEARNING;

LEARNING SYSTEMS;

EID: 34250711242     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RIVF.2007.369162     Document Type: Conference Paper

References (18)

1. A. Berger, et al, "A maximum entropy approach to natural language processing," Computational Linguistics, Vol. 22, No. 1, 1996.
2. th Annual Conference on Computational Learning Theory, pp. 92-100, 1998.
3. C. Cortes and V. Vapnik, "Support vector networks," Machine Learning, Vol. 20, No. 3, pp. 273-297, 1995.
4. th International Conference on Machine Learning, pp. 327-334, 2000.
5. H. Kadri and W. Wayne, "Question classification with Support vector machines and error correcting codes," In proceedings of NAACL/Human Language Technology Conference, pp. 28-30, 2003.
6. E.H. Hovy, et al, "Toward semantics-based answer pinpointing," In Proceedings of the DARPA Human Language Technologies Conference (HLT), 2001
7. th Text Retrieval Conference, pp. 229-235, 2001.
8. R.A. Jarvis, E.A. Patrick, "Clustering using a similarity measure based on shared near neighbors," IEEE Transactions on Computers, C22, pp. 1025-1034, 1973.
9. Gopal K Kanji, "100 Statistical tests," SAGE Publications, (1994).
10. th International Conference on Computational Linguistics, pp. 556-562, 2002.
11. th European Conference on Machine Learning, pp. 137-142, 1998.
12. th International Conference on Information and Knowledge Management, pp. 86-93, 2000.
13. A. Singhal, et al, "AT&T at TREC-8," In Proceedings of the 8th Text Retrieval Conference, NIST, 2000.
14. th Text Retrieval Conference (TREC8), pp. 77-82, 1999.
15. th Text Retrieval Conference (TREC9), pp. 71-80, 2000.
16. th Text Retrieval Conference (TREC10), pp. 157-165, 2001.
17. th Annual International ACM SIGIR Conference, pp. 26-32, 2003.
18. Z. Zhou and M. Li, "Tri-training: Exploiting unlabeled data using three classifiers," IEEE Transactions on Knowledge and Data Engineering, Vol 17, No. 11, 2005.