Abstract: In this paper we make a short survey of the approaches for development of multilingual ontologies. Our main goal is to find appropriate approach for development of multilingual ontologies, including Bulgarian language terminology. We propose a collaborative methodology for development of English-Bulgarian bilingual ontologies by usage of information extraction from e-learning textual content, linguistic resources and services.