Foto del docente

Gianluca Moro

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Andrea Pagliarani, Andrea Roli, Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification, in: Knowledge Discovery, Knowledge Engineering and Knowledge Management. 9th International Joint Conference, IC3K 2017, Funchal, Madeira, Portugal, November 1-3, 2017, Revised Selected Papers, Berlin, Springer Veriag, in corso di stampa, 976, pp. 26 - 42 (atti di: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Funchal, Portugal, 1-3 November 2017) [Contribution to conference proceedings]

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

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 - 8 (atti di: Tiny Papers @ ICLR 2024, Vienna, Austria, 11/05/2024) [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

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, 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

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 [Scientific article]Open Access

Moro G.; Ragazzi L.; Valgimigli L., Graph-Based Abstractive Summarization of Extracted Essential Knowledge for Low-Resource Scenarios, in: ECAI 2023, 2023, 372, pp. 1747 - 1754 (atti di: 26th European Conference on Artificial Intelligence, Cracovia, Polonia, 30/09/2023 - 04/10/2023) [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

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, 2023, 14289, pp. 64 - 78 (atti di: International Conference on Similarity Search and Applications, Coruña, Spain, 09/11/2023 - 11/11/2023) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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

Gianluca Moro; Stefano Salvatori, Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval, in: International Conference on Similarity Search and Applications, 2022, pp. 40 - 53 (atti di: International Conference on Similarity Search and Applications, Bologna, 10, 2022) [Contribution to conference proceedings]