BABELNET: A MULTI-SOURCE SEMANTIC NETWORK
This article analyzes the architecture and synset model of BabelNet as a multilingual lexical-semantic network built on multi-
source integration. It examines the automatic linking mechanisms with resources such as WordNet, Wikipedia, and Wikidata, as
well as the formation of concepts and named entities within the system. Special attention is given to the inclusion of Turkic
languages – particularly Uzbek – into the BabelNet semantic graph and its significance for cross-lingual semantic representation.
The findings demonstrate BabelNet’s role as a global semantic infrastructure and its potential applications in multilingual NLP
systems.
1. Navigli, R., Ponzetto, S. P. BabelNet: Building a very large multilingual semantic network. In Proceedings of the 48th annual
meeting of the association for computational linguistics, 2010. – p. 217;
2. Navigli, R., Bevilacqua, M., Conia, S., Montagnini, D., and Cecconi, F. (2021). Ten years of BabelNet: A survey.
In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021;
3. Navigli, R., Ponzetto, S. P. (2012). BabelNet: The automatic construction, evaluation and application of a wide-coverage
multilingual semantic network. Artificial intelligence, 2012;
4. Ehrmann, M., Cecconi, F., Vannella, D., McCrae, J. P., Cimiano, P., & Navigli, R. Representing Multilingual Data as Linked
Data: the Case of BabelNet 2.0. In LREC, 2014;
5. Lorenzo, A. C. M., Maru, M., and Navigli, R. Fully-semantic parsing and generation: The BabelNet meaning representation.
In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022;
6. Navigli, R., Blloshmi, R., and Lorenzo, A. C. M. Babelnet meaning representation: A fully semantic formalism to overcome
language barriers. In Proceedings of the AAAI Conference on Artificial Intelligence, 2022;
7. Qi, F., Chang, L., Sun, M., Ouyang, S., and Liu, Z. Towards building a multilingual sememe knowledge base: Predicting
sememes for babelnet synsets. In Proceedings of the AAAI conference on artificial intelligence, 2020.
8. Internet saytlari:
9. BabelNet rasmiy sayti: https://babelnet.org
10. BabelNet statistikasi: https://babelnet.org/stats
11. BabelNet API: https://babelnet.org/guide
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