LIGA, Davide ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS)
Co-auteurs externes :
no
Langue du document :
Anglais
Titre :
Using Ontological Knowledge and Large Language Model Vector Similarities to Extract Relevant Concepts in VAT-Related Legal Judgments
Date de publication/diffusion :
04 juin 2024
Titre de l'ouvrage principal :
New Frontiers in Artificial Intelligence. JSAI-isAI 2023. Lecture Notes in Computer Science
Maison d'édition :
Springer, Suisse
Peer reviewed :
Peer reviewed
Subventionnement (détails) :
This works has been supported by the Analytics for Decision of Legal Cases (ADELE), founded by the European Union’s Justice Programme (grant agreement No. 101007420); Davide Liga was supported by the project INDIGO, which is financially supported by the NORFACE Joint Research Programme on Democratic Governance in a Turbulent Age and co-funded by AEI, AKA, DFG and FNR and the European Commission through Horizon 2020 under grant agreement No 822166.
Borgo, S., Masolo, C.: Foundational choices in DOLCE. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. IHIS, pp. 361–381. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-540-92673-3_16
Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)
Dimou, A., et al.: Airo: an ontology for representing AI risks based on the proposed EU AI act and ISO risk management standards. In: Towards a Knowledge-Aware AI: SEMANTiCS 2022-Proceedings of the 18th International Conference on Semantic Systems, 13-15 September 2022, Vienna, Austria, vol. 55, p. 51. IOS Press (2022)
Gangemi, A., Guarino, N., Masolo, C., Oltramari, A., Schneider, L.: Sweetening ontologies with DOLCE. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 166–181. Springer, Heidelberg (2002). https://doi. org/10.1007/3-540-45810-7_18
Guarino, N., Welty, C.A.: An overview of OntoClean. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. IHIS, pp. 201–220. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-540-92673-3_9
Hitzler, P., Gangemi, A., Janowicz, K.: Ontology engineering with ontology design patterns: foundations and applications, vol. 25. IOS Press (2016)
Hoekstra, R., Breuker, J., Di Bello, M., Boer, A., et al.: The LKIF core ontology of basic legal concepts. LOAIT 321, 43–63 (2007)
Kerremans, K., Temmerman, R., Tummers, J.: Representing multilingual and culture-specific knowledge in a VAT regulatory ontology: support from the termontography method. In: Meersman, R., Tari, Z. (eds.) OTM 2003. LNCS, vol. 2889, pp. 662–674. Springer, Heidelberg (2003). https://doi.org/10.1007/978-3-540-39962-9_68
Liga, D., Amitrano, D., Markovich, R.: Patronto, an ontology for patents and trademarks. In: New Frontiers in Artificial Intelligence: JSAI-isAI 2023 Workshops, AI-Biz, EmSemi, SCIDOCA, JURISIN 2023 Workshops, Hybrid Event, June 5–6, 2023, Revised Selected Papers. Springer (2024)
Liga, D., Fidelangeli, A., Markovich, R.: Ontovat, an ontology for knowledge extraction in vat-related judgments. In: New Frontiers in Artificial Intelligence: JSAI-isAI 2023 Workshops, AI-Biz, EmSemi, SCIDOCA, JURISIN 2023 Workshops, Hybrid Event, June 5–6, 2023, Revised Selected Papers. Springer (2024)
Niklaus, J., Matoshi, V., Stürmer, M., Chalkidis, I., Ho, D.E.: Multilegalpile: a 689gb multilingual legal corpus. arXiv preprint arXiv:2306.02069 (2023)
Palmirani, M., Martoni, M., Rossi, A., Bartolini, C., Robaldo, L.: Pronto: privacy ontology for legal compliance. In: Proceedings of 18th European Conference Digital Government (ECDG), pp. 142–151 (2018)
Sanh, V., Debut, L., Chaumond, J., Wolf, T.: Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108 (2019)
Sartor, G., Casanovas, P., Biasiotti, M., Fernández-Barrera, M.: Approaches to Legal Ontologies: Theories, Domains Methodologies. Law. Governance and Technology Series. Springer, Dordrecht (2011)
Temmerman, R., Kerremans, K.: Termontography: ontology building and the sociocognitive approach to terminology description. In: Proceedings of CIL17, vol. 7, p. 1 (2003)
Touvron, H., et al.: Llama 2: open foundation and fine-tuned chat models. arXiv preprint arXiv:2307.09288 (2023)
