Matteo Paganelli

31 papers A* 3A 3B 4C 2Misc 1Journal 7Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports.
EACL (System Demonstrations)
Marta Santacroce, Michele Luca Contalbo, Sara Pederzoli, Riccardo Benassi, Venturelli Valeria, Matteo Paganelli, Francesco Guerra
2025 — conf
Explaining Entity Matching Models with CREW.
SEBD
Riccardo Benassi, Michele Luca Contalbo, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Sara Pederzoli, Donato Tiano, Maurizio Vincini
2025 — conf
GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data.
ACL (Findings)
Michele Luca Contalbo, Sara Pederzoli, Francesco Del Buono, Venturelli Valeria, Francesco Guerra, Matteo Paganelli
2025 J jnl
NOCTOWL: Adaptive Tree-Based Model for Network Anomaly Detection Under Delayed and Sampled Label Availability.
IEEE Access
Sara Pederzoli, Matteo Paganelli, Michele Luca Contalbo, Riccardo Benassi, Donato Tiano, Stefano Iannucci, Francesco Guerra
2025 B conf
PRISMA: A Privacy-Preserving Schema Matcher using Functional Dependencies.
EDBT
Jan-Eric Hellenberg, Fabian Mahling, Lukas Laskowski, Felix Naumann, Matteo Paganelli, Fabian Panse
2025 J jnl
Table Overlap Estimation through Graph Embeddings.
Proc. ACM Manag. Data
Francesco Pugnaloni, Luca Zecchini, Matteo Paganelli, Matteo Lissandrini, Felix Naumann, Giovanni Simonini
2024 J jnl
A multi-facet analysis of BERT-based entity matching models.
VLDB J.
Matteo Paganelli, Donato Tiano, Francesco Guerra
2024 A* conf
Argument Relation Classification through Discourse Markers and Adversarial Training.
EMNLP
Michele Contalbo, Francesco Guerra, Matteo Paganelli
2024 A* conf
Explaining Entity Matching with Clusters of Words.
ICDE
Riccardo Benassi, Francesco Guerra, Matteo Paganelli, Donato Tiano
2024 — conf
How Transformers Are Revolutionizing Entity Matching.
SEBD
Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra
2024 A* conf
Pushing ML Predictions into DBMSs (Extended Abstract).
ICDE
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
2023 B conf
An Intrinsically Interpretable Entity Matching System.
EDBT
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini
2023 — conf
Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies.
Ital-IA
Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello
2023 — conf
Interpretable Entity Matching with WYM.
SEBD
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini
2023 J jnl
Pushing ML Predictions Into DBMSs.
IEEE Trans. Knowl. Data Eng.
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
2022 J jnl
Analyzing How BERT Performs Entity Matching.
Proc. VLDB Endow.
Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, Francesco Guerra
2022 Misc conf
Evaluating the integration of datasets.
SAC
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
2022 — conf
Landmark Explanation: a Tool for Entity Matching.
SEBD
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2021 B conf
Automated Machine Learning for Entity Matching Tasks.
EDBT
Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra, Maurizio Vincini
2021 A conf
Landmark Explanation: An Explainer for Entity Matching Models.
CIKM
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2021 — conf
Transforming ML Predictive Pipelines into SQL with MASQ.
SIGMOD Conference
Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra
2021 — conf
Using Descriptions for Explaining Entity Matches (Discussion Paper).
SEBD
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
2021 B conf
Using Landmarks for Explaining Entity Matching Models.
EDBT
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2020 J jnl
Explaining data with descriptions.
Inf. Syst.
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
2020 C conf
Unsupervised Evaluation of Data Integration Processes.
iiWAS
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
2019 — conf
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study.
BigData Congress
Francesco Guerra, Paolo Sottovia, Matteo Paganelli, Maurizio Vincini
2019 C conf
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes.
ADBIS
Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis
2019 J jnl
Parallelizing Computations of Full Disjunctions.
Big Data Res.
Matteo Paganelli, Domenico Beneventano, Francesco Guerra, Paolo Sottovia
2019 A conf
TuneR: Fine Tuning of Rule-based Entity Matchers.
CIKM
Matteo Paganelli, Paolo Sottovia, Francesco Guerra, Yannis Velegrakis
2019 A conf
Understanding Data in the Blink of an Eye.
CIKM
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
2017 — conf
The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project.
HPCS
Francesco Guerra, Margherita Russo, Marco Fontana, Matteo Paganelli, François Bancilhon, Christian Frisch, Loïc Petit, Anna Giorgi, Emanuela Zilio