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

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

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 [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

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) [Contributo in Atti di convegno]

Gianluca Moro; Luca Ragazzi; Lorenzo Valgimigli; Davide Freddi, Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Stroudsburg PA 18360, The Association for Computational Linguistics, 2022, pp. 180 - 189 (atti di: the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22/05/2022-27/05/2022) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]Open Access

Moro G.; Di Luca F.; Dardari D.; Frisoni G., Human Being Detection from UWB NLOS Signals: Accuracy and Generality of Advanced Machine Learning Models, «SENSORS», 2022, 22, Article number: 1656, pp. 1 - 22 [articolo]Open Access

Moro, G; Valgimigli, L; Rossi, A; Casadei, C; Montefiori, A, Self-supervised Information Retrieval Trained from Self-generated Sets of Queries and Relevant Documents, in: Similarity Search and Applications 15th International Conference, SISAP 2022, Bologna, Italy, October 5–7, 2022, Proceedings, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13590, pp. 283 - 290 (atti di: International Conference on Similarity Search and Applications (SISAP), Bologna, Italy, 05/10/2022 - 7/10/2022) [Contributo in Atti di convegno]

Moro, Gianluca; Ragazzi, Luca, Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes, in: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, February 22-March 1, AAAI Press, 2022, pp. 11085 - 11093 (atti di: Thirty-Sixth AAAI Conference on Artificial Intelligence, Virtual event, February 22-March 1) [Contributo in Atti di convegno]

Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani, Text-to-Text Extraction and Verbalization of Biomedical Event Graphs, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022, pp. 2692 - 2710 (atti di: COLING 2022, the 29th International Conference on Computational Linguistics,, Gyeongju, Republic of Korea, October 12-17, 2022) [Contributo in Atti di convegno]Open Access