Paper: Ontology-based semantic annotation: an automatic hybrid rule-based method

ACL ID W13-2021
Title Ontology-based semantic annotation: an automatic hybrid rule-based method
Venue Proceedings of the BioNLP Shared Task 2013 Workshop
Session
Year 2013
Authors

In the perspective of annotating a text with respect to an ontology, we have partici- pated in the subtask 1 of the BB BioNLP- ST whose aim is to detect, in the text, Bacteria Habitats and associate to them one or several categories from the Onto- Biotope ontology provided for the task. We have used a rule-based machine learn- ing algorithm (WHISK) combined with a rule-based automatic ontology projection method and a rote learning technique. The combination of these three sources of rules leads to good results with a SER measure close to the winner and a best F-measure.