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Semantic Role Labeling for Biological Event
Jönköping University, School of Engineering, JTH, Computer and Electrical Engineering.
2012 (English)In: Advances in Secure and Networked Information Systems - The ADIT Perspective: Festschrift in honor of professor Nahid Shahmehri / [ed] Patrick Lambrix, Linköping: Linköping University Electronic Press, 2012, 165-174 p.Chapter in book (Other academic)
Abstract [en]

In this chapter, we present that ontologies, as a formal representation of domain knowledge, can instruct us and ease all the tasks in building domain corpus annotated with semantic roles. We have built such a corpus for biological transport events using Gene Ontology. Then we report on a word-chunking approach for identifying semantic roles of biomedical predicates describing transport events. The results show that the system performance varies between different roles and the performance was not improved for all roles by introducing domain specific features

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2012. 165-174 p.
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:hj:diva-23192ISBN: 978-91-7519-716-6 (print)ISBN: 9789175197173 (print)OAI: oai:DiVA.org:hj-23192DiVA: diva2:689894
Available from: 2014-01-22 Created: 2014-01-22 Last updated: 2015-07-01Bibliographically approved

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