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ORCIDGianluca Moro
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- affiliation: University of Bologna, Italy
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2020 – today
- 2024
[j17]Gianluca Moro, Nicola Piscaglia, Luca Ragazzi
, Paolo Italiani:
Multi-language transfer learning for low-resource legal case summarization. Artif. Intell. Law 32(4): 1111-1139 (2024)- [j16]Paolo Italiani, Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Claudio Sartori:
[Emoji] Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances. Neurocomputing 572: 127132 (2024) - [c73]Luca Ragazzi, Paolo Italiani, Gianluca Moro, Mattia Panni:
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization. ACL (Findings) 2024: 9427-9440 - [c72]Giacomo Frisoni, Alessio Cocchieri, Alex Presepi, Gianluca Moro, Zaiqiao Meng:
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering. ACL (1) 2024: 9878-9919 - [c71]Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Off-the-shelf Data Analytics on Serverless. CIDR 2024 - [c70]Zaiqiao Meng, Shangsong Liang, Xin Xin, Gianluca Moro, Evangelos Kanoulas, Emine Yilmaz:
KEIR @ ECIR 2024: The First Workshop on Knowledge-Enhanced Information Retrieval. ECIR (5) 2024: 398-402 - [c69]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Fabian Vincenzi, Davide Freddi:
Revelio: Interpretable Long-Form Question Answering. Tiny Papers @ ICLR 2024 - [c68]Manuel Goyo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori:
Refining Triplet Sampling for Improved Self-Supervised Representation Learning. SEBD 2024: 227-246 - [i1]Giacomo Frisoni, Alessio Cocchieri, Alex Presepi, Gianluca Moro, Zaiqiao Meng:
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering. CoRR abs/2403.01924 (2024) - 2023
- [j15]Gianluca Moro, Stefano Salvatori, Giacomo Frisoni:
Efficient text-image semantic search: A multi-modal vision-language approach for fashion retrieval. Neurocomputing 538: 126196 (2023) - [j14]Gianluca Moro, Luca Ragazzi:
Align-then-abstract representation learning for low-resource summarization. Neurocomputing 548: 126356 (2023) - [j13]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Giacomo Frisoni, Claudio Sartori, Gustavo Marfia:
Efficient Memory-Enhanced Transformer for Long-Document Summarization in Low-Resource Regimes. Sensors 23(7): 3542 (2023) - [j12]Giacomo Frisoni, Paolo Italiani, Gianluca Moro, Ilaria Bartolini, Marco Antonio Boschetti, Antonella Carbonaro:
Graph-Enhanced Biomedical Abstractive Summarization Via Factual Evidence Extraction. SN Comput. Sci. 4(5): 500 (2023) - [c67]Giacomo Frisoni, Paolo Italiani, Stefano Salvatori, Gianluca Moro:
Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards. AAAI 2023: 12781-12789 - [c66]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli:
Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy. AAAI 2023: 14417-14425 - [c65]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli:
Graph-Based Abstractive Summarization of Extracted Essential Knowledge for Low-Resource Scenarios. ECAI 2023: 1747-1754 - [c64]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Lorenzo Molfetta:
Retrieve-and-Rank End-to-End Summarization of Biomedical Studies. SISAP 2023: 64-78 - 2022
- [j11]Giacomo Frisoni, Gianluca Moro, Giulio Carlassare, Antonella Carbonaro:
Unsupervised Event Graph Representation and Similarity Learning on Biomedical Literature. Sensors 22(1): 3 (2022) - [j10]Gianluca Moro, Federico Di Luca, Davide Dardari, Giacomo Frisoni:
Human Being Detection from UWB NLOS Signals: Accuracy and Generality of Advanced Machine Learning Models. Sensors 22(4): 1656 (2022) - [c63]Gianluca Moro, Luca Ragazzi:
Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes. AAAI 2022: 11085-11093 - [c62]Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Davide Freddi:
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature. ACL (1) 2022: 180-189 - [c61]Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani:
Text-to-Text Extraction and Verbalization of Biomedical Event Graphs. COLING 2022: 2692-2710 - [c60]Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano:
NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation. COLING 2022: 3465-3479 - [c59]Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro:
Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers. DATA 2022: 168-179 - [c58]Giacomo Frisoni, Miki Mizutani, Gianluca Moro, Lorenzo Valgimigli:
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature. EMNLP 2022: 5770-5793 - [c57]Gianluca Moro, Stefano Salvatori:
Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval. SISAP 2022: 40-53 - [c56]Gianluca Moro, Lorenzo Valgimigli, Alex Rossi, Cristiano Casadei, Andrea Montefiori:
Self-supervised Information Retrieval Trained from Self-generated Sets of Queries and Relevant Documents. SISAP 2022: 283-290 - 2021
- [j9]Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro:
A Survey on Event Extraction for Natural Language Understanding: Riding the Biomedical Literature Wave. IEEE Access 9: 160721-160757 (2021) - [j8]Gianluca Moro, Marco Masseroli:
Gene function finding through cross-organism ensemble learning. BioData Min. 14(1): 14 (2021) - [j7]Gianluca Moro, Lorenzo Valgimigli:
Efficient Self-Supervised Metric Information Retrieval: A Bibliography Based Method Applied to COVID Literature. Sensors 21(19): 6430 (2021) - 2020
- [c55]Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro:
Learning Interpretable and Statistically Significant Knowledge from Unlabeled Corpora of Social Text Messages: A Novel Methodology of Descriptive Text Mining. DATA 2020: 121-132 - [c54]Giacomo Frisoni, Gianluca Moro:
Phenomena Explanation from Text: Unsupervised Learning of Interpretable and Statistically Significant Knowledge. DATA (Revised Selected Papers) 2020: 293-318 - [c53]Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro:
Unsupervised Descriptive Text Mining for Knowledge Graph Learning. KDIR 2020: 316-324 - [c52]Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro:
Towards Rare Disease Knowledge Graph Learning from Social Posts of Patients. RIIFORUM 2020: 577-589
2010 – 2019
- 2019
- [c51]Gianluca Moro, Roberto Pasolini, Davide Dardari:
LOS/NLOS Wireless Channel Identification based on Data Mining of UWB Signals. DATA 2019: 416-425 - 2018
- [c50]Cesare Bandirali, Stefano Lodi, Gianluca Moro, Andrea Pagliarani, Claudio Sartori:
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms. AINA Workshops 2018: 396-401 - [c49]Mirco Fabbri, Gianluca Moro:
Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks. DATA 2018: 142-153 - [c48]Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Vittorio Ghini:
Deep Neural Trading: Comparative Study with Feed Forward, Recurrent and Autoencoder Networks. DATA (Revised Selected Papers) 2018: 189-209 - [c47]Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori:
Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks. KDIR 2018: 125-136 - 2017
- [c46]Andrea Pagliarani, Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi:
Transfer Learning in Sentiment Classification with Deep Neural Networks. IC3K 2017: 3-25 - [c45]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. IC3K 2017: 26-42 - [c44]Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini:
On Deep Learning in Cross-Domain Sentiment Classification. KDIR 2017: 50-60 - [c43]Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Personalized Web Search via Query Expansion based on User's Local Hierarchically-Organized Files. KDIR 2017: 157-164 - [c42]Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini:
Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets. KDIR 2017: 165-172 - 2016
- [j6]Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli:
Cross-organism learning method to discover new gene functionalities. Comput. Methods Programs Biomed. 126: 20-34 (2016) - [c41]Giacomo Domeniconi, Konstantinos Semertzidis, Gianluca Moro, Vanessa López, Spyros Kotoulas, Elizabeth M. Daly:
Identifying Conversational Message Threads by Integrating Classification and Data Clustering. DATA (Revised Selected Papers) 2016: 25-46 - [c40]Giacomo Domeniconi, Konstantinos Semertzidis, Vanessa López, Elizabeth M. Daly, Spyros Kotoulas, Gianluca Moro:
A Novel Method for Unsupervised and Supervised Conversational Message Thread Detection. DATA 2016: 43-54 - [c39]Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Karin Pasini, Roberto Pasolini:
Job Recommendation from Semantic Similarity of LinkedIn Users' Skills. ICPRAM 2016: 270-277 - 2015
- [j5]Pietro di Lena, Giacomo Domeniconi, Luciano Margara, Gianluca Moro:
GOTA: GO term annotation of biomedical literature. BMC Bioinform. 16: 346:1-346:13 (2015) - [j4]Walter Cerroni, Gianluca Moro, Roberto Pasolini, Marco Ramilli:
Decentralized detection of network attacks through P2P data clustering of SNMP data. Comput. Secur. 52: 1-16 (2015) - [c38]Gianluca Moro, Tommaso Pirini, Claudio Sartori:
Network Traffic Load Balancing in Hierarchical Peer-to-Peer Systems. 3PGCIC 2015: 46-53 - [c37]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
A Study on Term Weighting for Text Categorization: A Novel Supervised Variant of tf.idf. DATA 2015: 26-37 - [c36]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
A Comparison of Term Weighting Schemes for Text Classification and Sentiment Analysis with a Supervised Variant of tf.idf. DATA (Revised Selected Papers) 2015: 39-58 - [c35]Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini:
Cross-Domain Sentiment Classification via Polarity-Driven State Transitions in a Markov Model. IC3K 2015: 118-138 - [c34]Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini:
Markov Chain based Method for In-Domain and Cross-Domain Sentiment Classification. KDIR 2015: 127-137 - 2014
- [c33]Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori:
Improved Recovery Management and Routing in W-Grid, a Distributed Infrastructure for Effective and Efficient Multidimensional Data Management over Wireless Ad-Hoc Sensor Networks. Globe 2014: 73-84 - [c32]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Cross-domain Text Classification through Iterative Refining of Target Categories Representations. KDIR 2014: 31-42 - [c31]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification. IC3K (Selected Papers) 2014: 50-67 - [c30]Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli:
Discovering New Gene Functionalities from Random Perturbations of Known Gene Ontological Annotations. KDIR 2014: 107-116 - [c29]Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli:
Random Perturbations of Term Weighted Gene Ontology Annotations for Discovering Gene Unknown Functionalities. IC3K (Selected Papers) 2014: 181-197 - 2013
- [c28]Walter Cerroni, Gianluca Moro, Tommaso Pirini, Marco Ramilli:
Peer-to-Peer Data Mining Classi ers for Decentralized Detection of Network Attacks. ADC 2013: 101-108 - [c27]Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori:
Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing. APWeb 2013: 31-42 - 2012
- [j3]Gianluca Moro, Gabriele Monti:
W-Grid: A scalable and efficient self-organizing infrastructure for multi-dimensional data management, querying and routing in wireless data-centric sensor networks. J. Netw. Comput. Appl. 35(4): 1218-1234 (2012) - [e7]Domenico Beneventano, Zoran Despotovic, Francesco Guerra, Sam Joseph, Gianluca Moro, Adrián Perreau de Pinninck:
Agents and Peer-to-Peer Computing - 7th International Workshop, AP2PC 2008, Estoril, Portugal, May 13, 2008 and 8th International Workshop, AP2PC 2009, Budapest, Hungary, May 11, 2009. Revised Selected Papers. Lecture Notes in Computer Science 6573, Springer 2012, ISBN 978-3-642-31808-5 [contents] - 2010
- [c26]Stefano Lodi, Gianluca Moro, Claudio Sartori:
Distributed data clustering in multi-dimensional peer-to-peer networks. ADC 2010: 171-178 - [e6]Samuel R. H. Joseph, Zoran Despotovic, Gianluca Moro, Sonia Bergamaschi:
Agents and Peer-to-Peer Computing, 6th International Workshop, AP2PC 2007, Honolulu, Hawaii, USA, May 14-18, 2007, Revised and Selected Papers. Lecture Notes in Computer Science 5319, Springer 2010, ISBN 978-3-642-11367-3 [contents]
2000 – 2009
- 2009
- [c25]Walter Cerroni, Gabriele Monti, Gianluca Moro, Marco Ramilli:
Network Attack Detection Based on Peer-to-Peer Clustering of SNMP Data. QSHINE 2009: 417-430 - [c24]Gabriele Monti, Gianluca Moro:
Self-organization and Local Learning Methods for Improving the Applicability and Efficiency of Data-Centric Sensor Networks. QSHINE 2009: 627-643 - 2008
- [c23]Gabriele Monti, Gianluca Moro:
Scalable multi-dimensional range queries and routing in data-centric sensor networks. Infoscale 2008: 25 - [c22]Gabriele Monti, Gianluca Moro:
Multidimensional Range Query and Load Balancing in Wireless Ad Hoc and Sensor Networks. Peer-to-Peer Computing 2008: 205-214 - [e5]Sam Joseph, Zoran Despotovic, Gianluca Moro, Sonia Bergamaschi:
Agents and Peer-to-Peer Computing - 5th International Workshop, AP2PC 2006, Hakodate, Japan, May 9, 2006, Revised and Invited Papers. Lecture Notes in Computer Science 4461, Springer 2008, ISBN 978-3-540-79704-3 [contents] - 2007
- [c21]Gabriele Monti, Gianluca Moro, Stefano Lodi:
W*-Grid: A Robust Decentralized Cross-layer Infrastructure for Routing and Multi-Dimensional Data Management in Wireless Ad-Hoc Sensor Networks. Peer-to-Peer Computing 2007: 159-166 - [e4]Gianluca Moro, Sonia Bergamaschi, Sam Joseph, Jean-Henry Morin, Aris M. Ouksel:
Databases, Information Systems, and Peer-to-Peer Computing, International Workshops, DBISP2P 2005/2006, Trondheim, Norway, August 28-29, 2005, Seoul, Korea, September 11, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4125, Springer 2007, ISBN 978-3-540-71660-0 [contents] - 2006
- [j2]Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro:
Privacy-preserving agent-based distributed data clustering. Web Intell. Agent Syst. 4(2): 221-238 (2006) - [c20]Stefano Lodi, Gianluca Moro, Claudio Sartori:
Stream Clustering Based on Kernel Density Estimation. ECAI 2006: 799-800 - [c19]Gianluca Moro, Gabriele Monti, Aris M. Ouksel:
Routing and Localization Services in Self-Organizing Wireless Ad-Hoc and Sensor Networks Using Virtual Coordinates. ICPS 2006: 243-246 - [c18]Gabriele Monti, Gianluca Moro, Claudio Sartori:
WR-Grid: A Scalable Cross-Layer Infrastructure for Routing, Multi-dimensional Data Management and Replication in Wireless Sensor Networks. ISPA Workshops 2006: 377-386 - [c17]Gianluca Moro, Gabriele Monti:
W-Grid: a Cross-Layer Infrastructure for Multi-Dimensional Indexing, Querying and Routing in Wireless Ad-Hoc and Sensor Networks. Peer-to-Peer Computing 2006: 210-220 - 2005
- [e3]Gianluca Moro, Sonia Bergamaschi, Karl Aberer:
Agents and Peer-to-Peer Computing, Third International Workshop, AP2PC 2004, New York, NY, USA, July 19, 2004, Revised and Invited Papers. Lecture Notes in Computer Science 3601, Springer 2005, ISBN 3-540-29755-3 [contents] - 2004
- [c16]Alessandro Agostini, Gianluca Moro:
Identification of Communities of Peers by Trust and Reputation. AIMSA 2004: 85-95 - [c15]Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro:
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining. ECAI 2004: 450-454 - [c14]Gianluca Moro, Gabriele Monti, Aris M. Ouksel:
Merging G-Grid P2P Systems While Preserving Their Autonomy. P2PKM 2004 - [e2]Gianluca Moro, Claudio Sartori, Munindar P. Singh:
Agents and Peer-to-Peer Computing, Second International Workshop, AP2PC 2003, Melbourne, Australia, July 14, 2003, Revised and Invited Papers. Lecture Notes in Computer Science 2872, Springer 2004, ISBN 3-540-24053-5 [contents] - 2003
- [c13]Matthias Klusch, Stefano Lodi, Gianluca Moro:
Agent-Based Distributed Data Mining: The KDEC Scheme. AgentLink 2003: 104-122 - [c12]Aris M. Ouksel, Gianluca Moro:
G-Grid: A Class of Scalable and Self-Organizing Data Structures for Multi-dimensional Querying and Content Routing in P2P Networks. AP2PC 2003: 123-137 - [c11]Matthias Klusch, Stefano Lodi, Gianluca Moro:
Issues of agent-based distributed data mining. AAMAS 2003: 1034-1035 - [c10]Matthias Klusch, Stefano Lodi, Gianluca Moro:
The Role of Agents in Distributed Data Mining: Issues and Benefits. IAT 2003: 211-217 - [c9]Matthias Klusch, Stefano Lodi, Gianluca Moro:
Distributed Clustering Based on Sampling Local Density Estimates. IJCAI 2003: 485-490 - [e1]Gianluca Moro, Manolis Koubarakis:
Agents and Peer-to-Peer Computing, First International Workshop, AP2PC 2002, Bologna, Italy, July, 2002, Revised and Invited Papers. Lecture Notes in Computer Science 2530, Springer 2003, ISBN 3-540-40538-0 [contents] - 2002
- [c8]Gianluca Moro, Aris M. Ouksel, Claudio Sartori:
Agents and Peer-to-Peer Computing: A Promising Combination of Paradigms. AP2PC 2002: 1-14 - [c7]Gianluca Moro, Antonio Natali:
On the event coordination in multi-component systems. SEKE 2002: 315-322 - 2001
- [c6]Gianluca Moro, Claudio Sartori:
Incremental maintenance of multi-source views. ADC 2001: 13-20 - [c5]Gianluca Moro, Mirko Viroli:
Enabling Business Cooperation using a Publish-Subscribe Architecture Aware of Transactions. HICSS 2001 - [c4]Mirko Viroli, Gianluca Moro, Andrea Omicini:
On observation as a coordination paradigm: an ontology and a formal framework. SAC 2001: 166-175 - 2000
- [j1]Gianluca Moro, Antonio Natali, Claudio Sartori:
Compostional Algebra for Interactive Data Access. Inf. Syst. 25(5): 367-391 (2000) - [c3]Gianluca Moro, Mirko Viroli:
On Observing and Constraining Active Systems. ESAW 2000: 34-50 - [c2]Gianluca Moro, Antonio Natali, Mirko Viroli:
On the Consistent Observation of Active Systems. WOA 2000: 47-51
1990 – 1999
- 1998
- [c1]Gianluca Moro, Antonio Natali, Claudio Sartori:
Data Access Services and Automatic Generation of Cooperative Interfaces. CoopIS 1998: 177-187
Coauthor Index
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