Version 4.0 comes with the following features: BabelNet provides multilingual synsets, i.e., concepts and named entities lexicalized in many languages and connected with large amounts of semantic relations. BabelNet was created by means of the seamless interlinking and integration of the largest multilingual Web encyclopedia - i.e., Wikipedia - with the most popular computational lexicon of English - i.e., WordNet, and other lexical semantic resources such as Wiktionary, OmegaWiki, Wikidata, Wikipedia infoboxes, dozens of wordnets, Wikiquote, FrameNet, VerbNet, Microsoft Terminology, GeoNames, and ImageNet. BabelNet - winner of the prominent paper award 2017 from the Artificial Intelligence Journal and the META prize 2015, and covered in media such as The Guardian and Time magazine - is today’s most far-reaching multilingual resource which, according to need, can be used as an encyclopedic dictionary, or a semantic network or a huge knowledge base. Roberto Navigli, and Babelscape, a Sapienza startup company providing innovative solutions for multilingual NLP. Suchanek, F.M., Kasneci, G., Weikum, G.: Yago: A large ontology from Wikipedia and WordNet.We are proud to announce the release of a new major version of BabelNet and its API, developed jointly by the Linguistic Computing Laboratory of the Sapienza University of Rome under the supervision of prof. In: Proceedings of the 7th International Conference on Language Resources and Evaluation, Valletta, Malta, May 19-21 (2010) Navigli, R., Velardi, P., Ruiz-Martínez, J.M.: An annotated dataset for extracting definitions and hypernyms from the web. In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL), Uppsala, Sweden, pp. Navigli, R., Velardi, P.: Learning Word-Class Lattices for definition and hypernym extraction. In: Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. Navigli, R., Ponzetto, S.P.: Joining forces pays off: Multilingual joint word sense disambiguation. In: Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, AAAI (2012) Navigli, R., Ponzetto, S.P.: BabelRelate! a joint multilingual approach to computing semantic relatedness. Navigli, R., Ponzetto, S.P.: BabelNet: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network. In: ISWC 2012 Workshop on Multilingual Semantic Web (2012) Navigli, R.: BabelNet goes to the (Multilingual) Semantic Web. Navigli, R.: Word Sense Disambiguation: A survey. Nastase, V., Strube, M.: Transforming wikipedia into a large scale multilingual concept network. In: Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM 2012), Maui, HI, USA (2012) Moro, A., Navigli, R.: WiSeNet: Building a Wikipedia-based semantic network with ontologized relations. Miller, G.A., Beckwith, R., Fellbaum, C.D., Gross, D., Miller, K.: WordNet: an online lexical database. In: Proceedings of the Eighteenth ACM Conference on Information and Knowledge Management, Hong Kong, China, pp. Artificial Intelligence 194, 28–61 (2013)ĭe Melo, G., Weikum, G.: Towards a universal wordnet by learning from combined evidence. Hoffart, J., Suchanek, F.M., Berberich, K., Weikum, G.: Yago2: A spatially and temporally enhanced knowledge base from wikipedia. Gracia, J., Montiel-Ponsoda, E., Cimiano, P., Gómez-Pérez, A., Buitelaar, P., McCrae, J.: Challenges for the multilingual web of data. Journal of Web Semantics 7(3), 154–165 (2009)Ĭhiarcos, C., Hellmann, S., Nordhoff, S.: Towards a linguistic linked open data cloud: The Open Linguistics Working Group. Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., Hellmann, S.: Dbpedia - a crystallization point for the web of data.
0 Comments
Leave a Reply. |