Simple Information Extraction (SIE): A Portable and Effective IE System

EACL 2006 - 11th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Workshop on Adaptive Text Extraction and Mining, ATEM 2006

Volumn , Issue , 2006, Pages 9-16

  Giuliano, Claudio ^a   Lavelli, Alberto ^a   Romano, Lorenza ^a  

^a ITC IRST   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; DOMAIN KNOWLEDGE; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SUPPORT VECTOR MACHINES;

CUSTOMIZABLE; DATA SET REPRESENTATIVE; DOMAIN-SPECIFIC KNOWLEDGE; INFORMATION EXTRACTION SYSTEMS; MACHINE LEARNING ALGORITHMS; MODULARS; PERFORMANCE; SIMPLE INFORMATIONS;

LEARNING ALGORITHMS;

EID: 85086745718     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Andrew J. Carlson, Chad M. Cumby, Jeff L. Rosen, and Dan Roth. 1999. SNoW user's guide. Technical Report UIUCDCS-DCS-R-99-210, Department of Computer Science, University of Illinois at Urbana- Champaign, April.
2. Xavier Carreras, Lluís Márques, and Lluís Padró. 2002. Named entity extraction using adaboost. In Proceedings of CoNLL-2002, Taipei, Taiwan.
3. Chih-Chung Chang and Chih-Jen Lin, 2001. LIBSVM: a library for support vector machines. Software available at http://www.csie.ntu.edu.tw/_cjlin/libsvm.
4. Fabio Ciravegna. 2000. Learning to tag for information extraction. In F. Ciravegna, R. Basili, and R. Gaizauskas, editors, Proceedings of the ECAI workshop on Machine Learning for Information Extraction, Berlin.
5. Corinna Cortes and Vladimir Vapnik. 1995. Supportvector networks. Machine Learning, 20(3):273-297.
6. Chad Cumby and W. Yih. 2003. FEX user guide. Technical report, Department of Computer Science, University of Illinois at Urbana-Champaign, April.
7. Aidan Finn and Nicholas Kushmerick. 2004. Multilevel boundary classification for information extraction. In Proceedings of the 15th European Conference on Machine Learning, Pisa, Italy.
8. Radu Florian, Abe Ittycheriah, Hongyan Jing, and Tong Zhang. 2003. Named entity recognition through classifier combination. In Walter Daelemans and Miles Osborne, editors, Proceedings of CoNLL-2003, pages 168-171. Edmonton, Canada.
9. Dayne Freitag and Nicholas Kushmerick. 2000. Boosted wrapper induction. In Proceedings of the 17th National Conference on Artificial Intelligence (AAAI 2000), pages 577-583.
10. Dayne Freitag. 1998. Machine Learning for Information Extraction in Informal Domains. Ph.D. thesis, Carnegie Mellon University.
11. Claudio Giuliano, Alberto Lavelli, and Lorenza Romano. 2005. Simple information extraction (SIE). Technical report, ITC-irst.
12. Alfio Massimiliano Gliozzo, Claudio Giuliano, and Raffaella Rinaldi. 2005a. Instance filtering for entity recognition. SIGKDD Explorations (special issue on Text Mining and Natural Language Processing), 7(1):11-18, June.
13. Alfio Massimiliano Gliozzo, Claudio Giuliano, and Raffaella Rinaldi. 2005b. Instance pruning by filtering uninformative words: an Information Extraction case study. In Proceedings of the Sixth International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2005), Mexico City, Mexico, 13-19 February.
14. T. Joachims. 1998. Making large-scale support vector machine learning practical. In A. Smola B. Schölkopf, C. Burges, editor, Advances in Kernel Methods: Support Vector Machines. MIT Press, Cambridge, MA.
15. J. Kim, T. Ohta, Y. Tateishi, and J. Tsujii. 2003. Genia corpus - a semantically annotated corpus for biotextmining. Bioinformatics, 19(Suppl.1):180-182.
16. J. Kim, T. Ohta, Y. Tsuruoka, Y. Tateisi, and N. Collier. 2004. Introduction to the bio-entity recognition task at JNLPBA. In N. Collier, P. Ruch, and A. Nazarenko, editors, Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications (JNLPBA-2004), pages 70-75, Geneva, Switzerland, August 28-29.
17. A. Lavelli, M. Califf, F. Ciravegna, D. Freitag, C. Giuliano, N. Kushmerick, and L. Romano. 2004. IE evaluation: Criticisms and recommendations. In AAAI-04 Workshop on Adaptive Text Extraction and Mining (ATEM-2004), San Jose, California.
18. Bhavani Raskutti and Adam Kowalczyk. 2004. Extreme re-balancing for SVMs: a case study. SIGKDD Explor. Newsl., 6(1):60-69.
19. Erik F. Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition. In Walter Daelemans and Miles Osborne, editors, Proceedings of CoNLL-2003, pages 142-147. Edmonton, Canada.
20. Erik F. Tjong Kim Sang. 2002. Introduction to the CoNLL-2002 shared task: Language-independent named entity recognition. In Proceedings of CoNLL-2002, pages 155-158. Taipei, Taiwan.
21. Yiming Yang and Jan O. Pedersen. 1997. A comparative study on feature selection in text categorization. In Douglas H. Fisher, editor, Proceedings of the 14th International Conference on Machine Learning (ICML-97), pages 412-420, Nashville, US. Morgan Kaufmann Publishers, San Francisco, US.
22. Guo Dong Zhou and Jian Su. 2004. Exploring deep knowledge resources in biomedical name recognition. In Proceedings of 2004 JointWorkshop on Natural Processing in Biomedicine and its Applications, Geneva, Switzerland.