Andrea Seveso

28 papers A* 5B 1C 1Misc 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
A Benchmark to Evaluate LLMs' Proficiency on Italian Student Competencies.
ECML/PKDD (8)
Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
2025 — conf
Can Role Vectors Affect LLM Behaviour?
EMNLP (Findings)
Daniele Potertì, Andrea Seveso, Fabio Mercorio
2025 J jnl
Challenging the Abilities of Large Language Models in Italian: a Community Initiative.
CoRR
Malvina Nissim, Danilo Croce, Viviana Patti, Pierpaolo Basile, Giuseppe Attanasio, Elio Musacchio, Matteo Rinaldi, Federico Borazio, Maria Francis, Jacopo Gili, Daniel Scalena, Begoña Altuna, Ekhi Azurmendi, Valerio Basile, Luisa Bentivogli, Arianna Bisazza, Marianna Bolognesi, Dominique Brunato, Tommaso Caselli, Silvia Casola, Maria Cassese, Mauro Cettolo, Claudia Collacciani, Leonardo De Cosmo, Maria Pia di Buono, Andrea Esuli, Julen Etxaniz, Chiara Ferrando, Alessia Fidelangeli, Simona Frenda, Achille Fusco, Marco Gaido, Andrea Galassi, Federico Galli, Luca Giordano, Mattia Goffetti, Itziar Gonzalez-Dios, Lorenzo Gregori, Giulia Grundler, Sandro Iannaccone, Chunyang Jiang, Moreno La Quatra, Francesca Lagioia, Soda Marem Lo, Marco Madeddu, Bernardo Magnini, Raffaele Manna, Fabio Mercorio, Paola Merlo, Arianna Muti, Vivi Nastase, Matteo Negri, Dario Onorati, Elena Palmieri, Sara Papi, Lucia C. Passaro, Giulia Pensa, Andrea Piergentili, Daniele Potertì, Giovanni Puccetti, Federico Ranaldi, Leonardo Ranaldi, Andrea Amelio Ravelli, Martina Rosola, Elena Sofia Ruzzetti, Giuseppe Samo, Andrea Santilli, Piera Santin, Gabriele Sarti, Giovanni Sartor, Beatrice Savoldi, Antonio Serino, Andrea Seveso, Lucia Siciliani, Paolo Torroni, Rossella Varvara, Andrea Zaninello, Asya Zanollo, Fabio Massimo Zanzotto, Kamyar Zeinalipour, Andrea Zugarini
2025 J jnl
Designing Role Vectors to Improve LLM Inference Behaviour.
CoRR
Daniele Potertì, Andrea Seveso, Fabio Mercorio
2025 — conf
ITALIC: An Italian Culture-Aware Natural Language Benchmark.
NAACL (Long Papers)
Andrea Seveso, Daniele Potertì, Edoardo Federici, Mario Mezzanzanica, Fabio Mercorio
2025 Misc conf
JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence.
SAC
Samuele Colombo, Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Andrea Seveso
2025 — conf
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs.
EMNLP (Findings)
Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin
2025 J jnl
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs.
CoRR
Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin
2025 — conf
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders.
EMNLP (Industry Track)
Fabio Mercorio, Filippo Pallucchini, Daniele Potertì, Antonio Serino, Andrea Seveso
2024 — conf
Augmenting XAI with LLMs: A Case Study in Banking Marketing Recommendation.
xAI (1)
Alessandro Castelnovo, Roberto Depalmas, Fabio Mercorio, Nicolò Mombelli, Daniele Potertì, Antonio Serino, Andrea Seveso, Salvatore Sorrentino, Laura Viola
2024 — conf
BEEP - BEst DrivEr's License Performer: A CALAMITA Challenge.
CLiC-it
Fabio Mercorio, Daniele Potertì, Antonio Serino, Andrea Seveso
2024 J jnl
Disce aut Deficere: Evaluating LLMs Proficiency on the INVALSI Italian Benchmark.
CoRR
Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
2024 J jnl
Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods.
Cogn. Comput.
Mirko Cesarini, Lorenzo Malandri, Filippo Pallucchini, Andrea Seveso, Frank Xing
2024 J jnl
Model-contrastive explanations through symbolic reasoning.
Decis. Support Syst.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2024 J jnl
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models.
CoRR
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Andrea Seveso
2023 — conf
Leveraging Group Contrastive Explanations for Handling Fairness.
xAI (3)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2022 J jnl
ContrXT: Generating contrastive explanations from any text classifier.
Inf. Fusion
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2022 A* conf
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers.
IJCAI
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2021 A* conf
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text.
IJCAI
Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica
2021 A* conf
NEO: A System for Identifying New Emerging Occupation from Job Ads.
AAAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem.
IJCAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract).
AAAI
Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 J jnl
Skills2Job: A recommender system that encodes job offer embeddings on graph databases.
Appl. Soft Comput.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2020 — conf
Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants.
HEALTHINF
Andrea Seveso, Valentina Bozzetti, Paolo Tagliabue, Maria Luisa Ventura, Federico Cabitza
2020 — conf
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations.
ISWC (2)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2020 J jnl
Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings.
BMC Medical Informatics Decis. Mak.
Andrea Seveso, Andrea Campagner, Davide Ciucci, Federico Cabitza
2020 C conf
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters.
CD-MAKE
Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2019 B conf
Programmed Inefficiencies in DSS-Supported Human Decision Making.
MDAI
Federico Cabitza, Andrea Campagner, Davide Ciucci, Andrea Seveso