Ragazzi, Luca; Moro, Gianluca; Valgimigli, Lorenzo; Fiorani, Riccardo, Cross-Document Distillation via Graph-Based Summarization of Extracted Essential Knowledge, «IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING», 2025, 33, pp. 518 - 527 [Scientific article]Open Access
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
Cocchieri, Alessio; Frisoni, Giacomo; Martinez Galindo, Marcos; Moro, Gianluca; Tagliavini, Giuseppe; Candoli, Francesco, OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description, in: Findings of the Association for Computational Linguistics: NAACL 2025, 2025, pp. 1 - 20 (atti di: 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, Albuquerque, New Mexico, April 29-May 4, 2025) [Contribution to conference proceedings]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; Moro, Gianluca; Guidi, Stefano; Frisoni, Giacomo, LAWSUIT: a LArge expert-Written SUmmarization dataset of ITalian constitutional court verdicts, «ARTIFICIAL INTELLIGENCE AND LAW», 2024, 33, pp. 1 - 37 [Scientific article]
Goyo, Manuel; Frisoni, Giacomo; Moro, Gianluca; Sartori, Claudio, Refining Triplet Sampling for Improved Self-Supervised Representation Learning, in: Proceedings of the 32nd Symposium of Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024, 2024, pp. 227 - 246 (atti di: SEBD 2024: 32nd Symposium on Advanced Database Systems, Villasimius, Sardinia, Italy, June 23-26, 2024) [Contribution to conference proceedings]
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Fabian Vincenzi, Davide Freddi, Revelio: Interpretable Long-Form Question Answering, in: The Second Tiny Papers Track at ICLR 2024, 2024, pp. 1 - 9 (atti di: Tiny Papers @ ICLR 2024, Vienna, Austria, 11/05/2024) [Contribution to conference proceedings]Open Access
Frisoni, Giacomo; Cocchieri, Alessio; Presepi, Alex; Moro, Gianluca; Meng, Zaiqiao, To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering, in: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, pp. 9878 - 9919 (atti di: Association for Computational Linguistics, Bangkok, Thailand, August 11-16, 2024) [Contribution to conference proceedings]
Bussotti, Jean-Flavien; Ragazzi, Luca; Frisoni, Giacomo; Moro, Gianluca; Papotti, Paolo, Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data, in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024, pp. 12105 - 12122 (atti di: The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, November 12–16, 2024) [Contribution to conference proceedings]
Borghesi, Andrea; Ciancarini, Paolo; Di Iorio, Angelo; Moro, Gianluca, Unveiling Computer Chess Evolution: Can Machine Learning Detect Historical Trends?, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2024, 15192 LNCS, pp. 35 - 49 (atti di: 23rd IFIP TC 14 International Conference on Entertainment Computing, ICEC 2024, Manaus, Amazon, Brazil, September 30-October 3, 2024) [Contribution to conference proceedings]
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]
Moro G.; Ragazzi L., Align-then-abstract representation learning for low-resource summarization, «NEUROCOMPUTING», 2023, 548, Article number: 126356 , pp. 1 - 9 [Scientific article]Open Access
Moro, Gianluca; Ragazzi, Luca; Valgimigli, Lorenzo, Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy, in: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023, pp. 14417 - 14425 (atti di: AAAI, Washington D.C., February) [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
Moro G.; Ragazzi L.; Valgimigli L.; Frisoni G.; Sartori C.; Marfia G., Efficient Memory-Enhanced Transformer for Long-Document Summarization in Low-Resource Regimes, «SENSORS», 2023, 23, Article number: 3542 , pp. 1 - 16 [Scientific article]Open Access
