Supervised Classification for Extracting Biomedical Events

2009 Biomedical Natural Language Processing Workshop, BioNLP 2009 - Companion Volume: Shared Task on Event Extraction

Volumn , Issue , 2009, Pages 111-114

  Özgür, Arzucan ^a   Radev, Dragomir R ^a,b  

^a University of Michigan   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL LINGUISTICS; SUPPORT VECTOR MACHINES;

BIO-MOLECULAR; EDIT DISTANCE; EVENT TRIGGER; EVENT TYPES; KERNEL DISTANCE; LINEAR KERNEL; LINGUISTIC FEATURES; MOLECULAR EVENTS; SUPERVISED CLASSIFICATION; SUPPORT VECTORS MACHINE;

STATISTICAL TESTS;

EID: 80054038214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. R. C. Bunescu and R. J. Mooney, 2007. Text Mining and Natural Language Processing, Chapter Extracting Relations from Text: From Word Sequences to Dependency Paths, pages 29-44, Springer.
2. Güneş Erkan, Arzucan Özgür, and Dragomir R. Radev. 2007. Semi-supervised classification for extracting protein interaction sentences using dependency parsing. In Proceedings of EMNLP, pages 228-237.
3. T. Joachims, 1999. Advances in Kernel Methods-Support Vector Learning, Chapter Making Large-Scale SVM Learning Practical. MIT-Press.
4. Jin-Dong Kim, Tomoko Ohta, and Jun'ichi Tsujii. 2008. Corpus annotation for mining biomedical events from literature. BMC Bioinformatics, 9(1).
5. Jin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, Yoshinobu Kano, and Jun'ichi Tsujii. 2009. Overview of BioNLP'09 Shared Task on Event Extraction. In Proceedings of Natural Language Processing in Biomedicine (BioNLP) NAACL 2009 Workshop. To appear.