BABELNET: KO‘P MANBALI SEMANTIK TARMOQ
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Maqolada BabelNetning ko‘p manbali integratsiyaga asoslangan ko‘ptilli leksik-semantik tarmoq sifatidagi arxitekturasi va sinset
modeli tahlil qilinadi. WordNet, Wikipedia, Wikidata kabi resurslar bilan avtomatik bog‘lanish jarayoni hamda konseptlar va
nomlangan obyektlarning shakllanish mexanizmi yoritiladi. Shuningdek, turkiy tillar, xususan o‘zbek tilining BabelNet tarkibiga
kiritilishi va uning semantik tizimdagi ahamiyati ko‘rib chiqiladi. Tadqiqot natijalari BabelNetning global semantik infratuzilma
sifatidagi roli va ko‘p tilli NLP tizimlarida qo‘llanish imkoniyatlarini ochib beradi.
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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