Foto del docente

Gianluca Moro

Professore associato

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: IINF-05/A Sistemi di elaborazione delle informazioni

Pubblicazioni

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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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, «LECTURE NOTES IN COMPUTER SCIENCE», 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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

Moro G.; Ragazzi L., Align-then-abstract representation learning for low-resource summarization, «NEUROCOMPUTING», 2023, 548, Article number: 126356, pp. 1 - 9 [articolo]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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]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 [articolo]Open Access

Gianluca Moro; Stefano Salvatori; Giacomo Frisoni, Efficient text-image semantic search: A multi-modal vision-language approach for fashion retrieval, «NEUROCOMPUTING», 2023, 538, Article number: 126196, pp. 1 - 14 [articolo]Open Access

Moro G.; Ragazzi L.; Valgimigli L., Graph-Based Abstractive Summarization of Extracted Essential Knowledge for Low-Resource Scenarios, in: ECAI 2023, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 2023, 372, pp. 1747 - 1754 (atti di: 26th European Conference on Artificial Intelligence, Cracovia, Polonia, 30/09/2023 - 04/10/2023) [Contributo in Atti di convegno]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 [articolo]Open Access

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Lorenzo Molfetta, Retrieve-and-Rank End-to-End Summarization of Biomedical Studies, in: Similarity Search and Applications. SISAP 2023, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14289, pp. 64 - 78 (atti di: International Conference on Similarity Search and Applications, Coruña, Spain, 09/11/2023 - 11/11/2023) [Contributo in Atti di convegno]Open Access

Giacomo Frisoni, Miki Mizutani, Gianluca Moro, Lorenzo Valgimigli, BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature, in: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2022, pp. 5770 - 5793 (atti di: EMNLP, Abu Dhabi, United Arab Emirates, December, 2022) [Contributo in Atti di convegno]

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 [articolo]Open Access