O.: A method for automatic construction of ontological knowledge bases. thereby improving their performances on downstream tasks and applications. semantic network that helps to scale tasks and applications to hundreds of languages. Flati, Tiziano Vannella, Daniele Pasini, Tommaso Navigli, Roberto: MultiWiBi: the multilingual Wikipedia bitaxonomy project (2016) Abstract: In this talk we survey BabelNet, a popular wide-coverage.Camacho-Collados, José Pilehvar, Mohammad Taher Navigli, Roberto: \textscNasari: integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities (2016).The integration is done using an automatic mapping and by filling in. 1 2 BabelNet was automatically created by linking Wikipedia to the most popular computational lexicon of the English language, WordNet. formation, thus preventing the application of the Three-Terms Rule. BabelNet is a multilingual lexicalized semantic network and ontology developed at the NLP group of the Sapienza University of Rome. Matos, Joana Martín-Vide, Carlos: Natural language processing, moving from rules to data (2017) alternatively, used BabelNet 12 for disambiguation. Song, Yangqiu Upadhyay, Shyam Peng, Haoruo Mayhew, Stephen Roth, Dan: Toward any-language zero-shot topic classification of textual documents (2019).Gao, Tiantian: Knowledge authoring and question answering with KALM (2019).Claudia Schon, Sophie Siebert, Frieder Stolzenburg: Using ConceptNet to Teach Common Sense to an Automated Theorem Prover (2019) arXiv.A.: Using embedding-based similarities to improve lexical resources (2021) Loureiro, Daniel Mário Jorge, Alípio Camacho-Collados, Jose: LMMS reloaded: transformer-based sense embeddings for disambiguation and beyond (2022).