Stanford Biomedical Event Parser

http://nlp.stanford.edu/software/eventparser.shtml

David McClosky, Mihai Surdeanu, and Christopher D. Manning. 2011. Event Extraction as Dependency Parsing. In Proceedings of the Association for Computational Linguistics - Human Language Technologies 2011 Conference (ACL-HLT 2011). [PDF]