Gianluca Moro

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 54

Top Topics

Sentiment Classification

Biomedical Literature

Top Venues

DATA (Revised Selected Papers)

Publications

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Fabian Vincenzi, Davide Freddi
Revelio: Interpretable Long-Form Question Answering. Tiny Papers @ ICLR (2024)
Manuel Goyo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori
Refining Triplet Sampling for Improved Self-Supervised Representation Learning. SEBD (2024)
Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso
Off-the-shelf Data Analytics on Serverless. CIDR (2024)
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 (2024)
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)
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)
Paolo Italiani, Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Claudio Sartori
[Emoji] Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances. Neurocomputing 572 (2024)
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)
Gianluca Moro, Stefano Salvatori, Giacomo Frisoni
Efficient text-image semantic search: A multi-modal vision-language approach for fashion retrieval. Neurocomputing 538 (2023)
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli
Graph-Based Abstractive Summarization of Extracted Essential Knowledge for Low-Resource Scenarios. ECAI (2023)
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Lorenzo Molfetta
Retrieve-and-Rank End-to-End Summarization of Biomedical Studies. SISAP (2023)
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) (2023)
Gianluca Moro, Luca Ragazzi
Align-then-abstract representation learning for low-resource summarization. Neurocomputing 548 (2023)
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) (2023)
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)
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli
Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy. AAAI (2023)
Giacomo Frisoni, Gianluca Moro, Giulio Carlassare, Antonella Carbonaro
Unsupervised Event Graph Representation and Similarity Learning on Biomedical Literature. Sensors 22 (1) (2022)
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)
Gianluca Moro, Luca Ragazzi
Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes. AAAI (2022)
Gianluca Moro, Stefano Salvatori
Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval. SISAP (2022)
Giacomo Frisoni, Miki Mizutani, Gianluca Moro, Lorenzo Valgimigli
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature. EMNLP (2022)
Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani
Text-to-Text Extraction and Verbalization of Biomedical Event Graphs. COLING (2022)
Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano
NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation. COLING (2022)
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Davide Freddi
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature. ACL (1) (2022)
Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro
Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers. DATA (2022)
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) (2022)
Gianluca Moro, Marco Masseroli
Gene function finding through cross-organism ensemble learning. BioData Min. 14 (1) (2021)
Gianluca Moro, Lorenzo Valgimigli
Efficient Self-Supervised Metric Information Retrieval: A Bibliography Based Method Applied to COVID Literature. Sensors 21 (19) (2021)
Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro
A Survey on Event Extraction for Natural Language Understanding: Riding the Biomedical Literature Wave. IEEE Access 9 (2021)
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)
Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro
Unsupervised Descriptive Text Mining for Knowledge Graph Learning. KDIR (2020)
Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro
Towards Rare Disease Knowledge Graph Learning from Social Posts of Patients. RIIFORUM (2020)
Giacomo Frisoni, Gianluca Moro
Phenomena Explanation from Text: Unsupervised Learning of Interpretable and Statistically Significant Knowledge. DATA (Revised Selected Papers) (2020)
Gianluca Moro, Roberto Pasolini, Davide Dardari
LOS/NLOS Wireless Channel Identification based on Data Mining of UWB Signals. DATA (2019)
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)
Mirco Fabbri, Gianluca Moro
Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks. DATA (2018)
Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori
Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks. KDIR (2018)
Cesare Bandirali, Stefano Lodi, Gianluca Moro, Andrea Pagliarani, Claudio Sartori
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms. AINA Workshops (2018)
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)
Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
On Deep Learning in Cross-Domain Sentiment Classification. KDIR (2017)
Gianluca Moro, Roberto Pasolini, Claudio Sartori
Personalized Web Search via Query Expansion based on User's Local Hierarchically-Organized Files. KDIR (2017)
Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets. KDIR (2017)
Andrea Pagliarani, Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi
Transfer Learning in Sentiment Classification with Deep Neural Networks. IC3K (2017)
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)
Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli
Cross-organism learning method to discover new gene functionalities. Comput. Methods Programs Biomed. 126 (2016)
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)
Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Karin Pasini, Roberto Pasolini
Job Recommendation from Semantic Similarity of LinkedIn Users' Skills. ICPRAM (2016)
Gianluca Moro, Tommaso Pirini, Claudio Sartori
Network Traffic Load Balancing in Hierarchical Peer-to-Peer Systems. 3PGCIC (2015)
Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Markov Chain based Method for In-Domain and Cross-Domain Sentiment Classification. KDIR (2015)
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)
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)
Pietro di Lena, Giacomo Domeniconi, Luciano Margara, Gianluca Moro
GOTA: GO term annotation of biomedical literature. BMC Bioinform. 16 (2015)
Walter Cerroni, Gianluca Moro, Roberto Pasolini, Marco Ramilli
Decentralized detection of network attacks through P2P data clustering of SNMP data. Comput. Secur. 52 (2015)
Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Cross-Domain Sentiment Classification via Polarity-Driven State Transitions in a Markov Model. IC3K (2015)
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)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification. IC3K (Selected Papers) (2014)
Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli
Discovering New Gene Functionalities from Random Perturbations of Known Gene Ontological Annotations. KDIR (2014)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
Cross-domain Text Classification through Iterative Refining of Target Categories Representations. KDIR (2014)
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)
Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori
Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing. APWeb (2013)
Walter Cerroni, Gianluca Moro, Tommaso Pirini, Marco Ramilli
Peer-to-Peer Data Mining Classi ers for Decentralized Detection of Network Attacks. ADC (2013)
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) (2012)
Stefano Lodi, Gianluca Moro, Claudio Sartori
Distributed data clustering in multi-dimensional peer-to-peer networks. ADC (2010)
Walter Cerroni, Gabriele Monti, Gianluca Moro, Marco Ramilli
Network Attack Detection Based on Peer-to-Peer Clustering of SNMP Data. QSHINE (2009)
Gabriele Monti, Gianluca Moro
Self-organization and Local Learning Methods for Improving the Applicability and Efficiency of Data-Centric Sensor Networks. QSHINE (2009)
Gabriele Monti, Gianluca Moro
Scalable multi-dimensional range queries and routing in data-centric sensor networks. Infoscale (2008)
Gabriele Monti, Gianluca Moro
Multidimensional Range Query and Load Balancing in Wireless Ad Hoc and Sensor Networks. Peer-to-Peer Computing (2008)
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)
Gabriele Monti, Gianluca Moro, Claudio Sartori
-Grid: A Scalable Cross-Layer Infrastructure for Routing, Multi-dimensional Data Management and Replication in Wireless Sensor Networks. ISPA Workshops (2006)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro
Privacy-preserving agent-based distributed data clustering. Web Intell. Agent Syst. 4 (2) (2006)
Stefano Lodi, Gianluca Moro, Claudio Sartori
Stream Clustering Based on Kernel Density Estimation. ECAI (2006)
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)
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)
Alessandro Agostini, Gianluca Moro
Identification of Communities of Peers by Trust and Reputation. AIMSA (2004)
Gianluca Moro, Gabriele Monti, Aris M. Ouksel
Merging G-Grid P2P Systems While Preserving Their Autonomy. P2PKM (2004)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining. ECAI (2004)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Agent-Based Distributed Data Mining: The KDEC Scheme. AgentLink (2003)
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)
Matthias Klusch, Stefano Lodi, Gianluca Moro
The Role of Agents in Distributed Data Mining: Issues and Benefits. IAT (2003)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Issues of agent-based distributed data mining. AAMAS (2003)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Distributed Clustering Based on Sampling Local Density Estimates. IJCAI (2003)
Gianluca Moro, Aris M. Ouksel, Claudio Sartori
Agents and Peer-to-Peer Computing: A Promising Combination of Paradigms. AP2PC (2002)
Gianluca Moro, Antonio Natali
On the event coordination in multi-component systems. SEKE (2002)
Gianluca Moro, Mirko Viroli
Enabling Business Cooperation using a Publish-Subscribe Architecture Aware of Transactions. HICSS (2001)
Gianluca Moro, Claudio Sartori
Incremental maintenance of multi-source views. ADC (2001)
Mirko Viroli, Gianluca Moro, Andrea Omicini
On observation as a coordination paradigm: an ontology and a formal framework. SAC (2001)
Gianluca Moro, Antonio Natali, Claudio Sartori
Compostional Algebra for Interactive Data Access. Inf. Syst. 25 (5) (2000)
Gianluca Moro, Mirko Viroli
On Observing and Constraining Active Systems. ESAW (2000)
Gianluca Moro, Antonio Natali, Mirko Viroli
On the Consistent Observation of Active Systems. WOA (2000)
Gianluca Moro, Antonio Natali, Claudio Sartori
Data Access Services and Automatic Generation of Cooperative Interfaces. CoopIS (1998)