Foto del docente

Paolo Italiani

PhD Student

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Italiani, Paolo; Moro, Gianluca; Ragazzi, Luca, Enhancing Legal Question Answering with Data Generation and Knowledge Distillation from Large Language Models, «ARTIFICIAL INTELLIGENCE AND LAW», 2025, Proceedings of the 31st International Conference on Computational Linguistics, pp. 2478 - 2498 [Scientific article]Open Access

Paolo Italiani, Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Claudio Sartori, Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances, «NEUROCOMPUTING», 2024, 572, Article number: 127132 , pp. 1 - 15 [Scientific article]Open Access

Ragazzi, Luca; Italiani, Paolo; Moro, Gianluca; Panni, Mattia, What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization, in: Findings of the Association for Computational Linguistics: ACL 2024, 2024, pp. 9427 - 9440 (atti di: The 62nd Annual Meeting of the Association for Computational Linguistics, Bangkok, Thailand, August 11–16, 2024) [Contribution to conference proceedings]

Giacomo Frisoni, Paolo Italiani, Stefano Salvatori, Gianluca Moro, Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards, in: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023, 37, pp. 12781 - 12789 (atti di: AAAI, Washington, DC, USA, February) [Contribution to conference proceedings]Open Access

Giacomo Frisoni, Paolo Italiani, Gianluca Moro, Ilaria Bartolini, Marco Antonio Boschetti, Antonella Carbonaro, Graph-Enhanced Biomedical Abstractive Summarization Via Factual Evidence Extraction, «SN COMPUTER SCIENCE», 2023, 4, Article number: 500 , pp. 1 - 19 [Scientific article]Open Access

Moro G.; Piscaglia N.; Ragazzi L.; Italiani P., Multi-language transfer learning for low-resource legal case summarization, «ARTIFICIAL INTELLIGENCE AND LAW», 2023, 31, pp. 1 - 29 [Scientific article]Open Access

Ilaria Ferrari, Giacomo Frisoni, Paolo Italiani, Gianluca Moro, Claudio Sartori, Comprehensive Analysis of Knowledge Graph Embedding Techniques Benchmarked on Link Prediction, «ELECTRONICS», 2022, 11, Article number: 3866 , pp. 1 - 31 [Scientific article]Open Access

Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro, Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers, in: Proceedings of the 11th International Conference on Data Science, Technology and Applications - DATA, 2022, pp. 168 - 179 (atti di: 11th International Conference on Data Science, Technology and Applications (DATA), Lisbon, Portugal, July 11-13, , 2022) [Contribution to conference proceedings]Open Access

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