Word sense disambiguation

using SSI (see Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites by Roberto Navigli and Paola Velardi)
[pantel2008] using co-occurrence vectors (VSM comparison of co-occurrences with the WordNet sense)

Evaluation

[pennacchiotti2006] Pennacchiotti, Marco and Pantel, Patrick (2006). Ontologizing Semantic Relations, ACL, The Association for Computer Linguistics, pages 793-800
[pantel2008] Pantel, Patrick and Pennacchiotti, Marco (2008). Automatically harvesting and ontologizing semantic relations, Proceeding of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge, ISBN: 978-1-58603-818-2, IOS Press, pages 171--195
[pantel2005] Pantel, Patrick (2005). Inducing Ontological Co-occurrence Vectors., Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL 2005), The Association for Computer Linguistics, pages 125--132