PUBLICATION RECORD
The publication list is organized chronologically. Each entry provides links to the paper and, when available, to the corresponding source code or research artifact.
2026
c26
CLAIRE: A Controllable LLM Tutoring Framework for Reading Comprehension
Chiara Magurno, Michele Luca Contalbo, Matteo Paganelli, Enrico Giliberti, Chiara Bertolini, Francesco Guerra
AIED 2026
Paper Code
c25
CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports
Marta Santacroce, Michele Luca Contalbo, Sara Pederzoli, Riccardo Benassi, Valeria Venturelli, Matteo Paganelli, Francesco Guerra
EACL 2026
Paper Code
2025
j8
NOCTOWL: Adaptive Tree-Based Model for Network Anomaly Detection Under Delayed and Sampled Label Availability
Sara Pederzoli, Matteo Paganelli, Michele Luca Contalbo, Riccardo Benassi, Donato Tiano, Stefano Iannucci, Francesco Guerra
IEEE Access
Paper Code
j7
Table Overlap Estimation through Graph Embeddings
Francesco Pugnaloni, Luca Zecchini, Matteo Paganelli, Matteo Lissandrini, Felix Naumann, Giovanni Simonini
Proceedings of the ACM on Management of Data
Paper
c24
Explaining Entity Matching Models with CREW
Riccardo Benassi, Michele Luca Contalbo, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Sara Pederzoli, Donato Tiano, Maurizio Vincini
SEBD 2025
Paper Code
c23
GRI-QA: A Comprehensive Benchmark for Table Question Answering over Environmental Data
Michele Luca Contalbo, Sara Pederzoli, Francesco Del Buono, Valeria Venturelli, Francesco Guerra, Matteo Paganelli
Findings of ACL 2025
Paper Code
c22
PRISMA: A Privacy-Preserving Schema Matcher Using Functional Dependencies
Jan-Eric Hellenberg, Fabian Mahling, Lukas Laskowski, Felix Naumann, Matteo Paganelli, Fabian Panse
EDBT 2025
Paper Code
2024
j6
A Multi-Facet Analysis of BERT-Based Entity Matching Models
Matteo Paganelli, Donato Tiano, Francesco Guerra
The VLDB Journal
Paper Code
c21
Argument Relation Classification through Discourse Markers and Adversarial Training
Michele Contalbo, Francesco Guerra, Matteo Paganelli
EMNLP 2024
Paper Code
c19
Explaining Entity Matching with Clusters of Words
Riccardo Benassi, Francesco Guerra, Matteo Paganelli, Donato Tiano
ICDE 2024
Paper Code
c18
Pushing ML Predictions into DBMSs (Extended Abstract)
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
ICDE 2024
Paper Code
2023
j5
Pushing ML Predictions into DBMSs
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
IEEE Transactions on Knowledge and Data Engineering
Paper Code
c17
An Intrinsically Interpretable Entity Matching System
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini
EDBT 2023
Paper Code
c16
Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies
Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello
Ital-IA 2023
Paper
c15
Interpretable Entity Matching with WYM
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini
SEBD 2023
Paper Code
2022
j4
Novelty Detection with Autoencoders for System Health Monitoring in Industrial Environments
Francesco Del Buono, Francesca Calabrese, Andrea Baraldi, Matteo Paganelli, Francesco Guerra
Applied Sciences
Paper Code
c14
Evaluating the Integration of Datasets
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
SAC 2022
Paper Code
c12
Data-Driven Predictive Maintenance in Evolving Environments: A Comparison Between Machine Learning and Deep Learning for Novelty Detection
Francesco Del Buono, Francesca Calabrese, Andrea Baraldi, Matteo Paganelli, Alberto Regattieri
Sustainable Design and Manufacturing, Smart Innovation, Systems and Technologies
Paper
2021
c11
Landmark Explanation: An Explainer for Entity Matching Models
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
CIKM 2021
Paper Code
c10
Automated Machine Learning for Entity Matching Tasks
Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra, Maurizio Vincini
EDBT 2021
Paper Code
c9
Using Landmarks for Explaining Entity Matching Models
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
EDBT 2021
Paper Code
c8
Using Descriptions for Explaining Entity Matches
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
SEBD 2021
Paper
2020
j2
Explaining Data with Descriptions
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
Information Systems
Paper
c6
Unsupervised Evaluation of Data Integration Processes
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
iiWAS 2020
Paper Code
2019
j1
Parallelizing Computations of Full Disjunctions
Matteo Paganelli, Domenico Beneventano, Francesco Guerra, Paolo Sottovia
Big Data Research
Paper
c5
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes
Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis
ADBIS 2019
Paper
c4
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study
Francesco Guerra, Paolo Sottovia, Matteo Paganelli, Maurizio Vincini
IEEE Big Data Congress 2019
Paper
c3
Understanding Data in the Blink of an Eye
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
CIKM 2019
Paper
c2
TuneR: Fine Tuning of Rule-Based Entity Matchers
Matteo Paganelli, Paolo Sottovia, Francesco Guerra, Yannis Velegrakis
CIKM 2019
Paper
2017
c1
The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project
Francesco Guerra, Margherita Russo, Marco Fontana, Matteo Paganelli, François Bancilhon, Christian Frisch, Loïc Petit, Anna Giorgi, Emanuela Zilio
HPCS 2017
Paper