Improving Automatic Ontology Developement

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Type Article in Proceedings
Conference 6th Workshop on Recent Advances in Slavonic Natural Language Processing
MU Faculty or unit

Faculty of Informatics

Field Informatics
Keywords semantic network; ontology; ontology development
Description This article describes the approach to build a new semantic network, which contains not only positive semantic labeling, but also the negative information. In order to obtain high quality data for the following use in machine learning and machine translation, we have created method based on automatically pre-generated data from the large corpora, followed by manual annotation. In this way, the core of semantic network was produced, which can be expanded to improve corpora coverage.
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