SEVESO, ANDREA
SEVESO, ANDREA
DIPARTIMENTO DI STATISTICA E METODI QUANTITATIVI
Challenging the Abilities of Large Language Models in Italian: a Community Initiative
2026 Nissim, M; Croce, D; Patti, V; Basile, P; Attanasio, G; Musacchio, E; Rinaldi, M; Borazio, F; Francis, M; Gili, J; Scalena, D; Altuna, B; Azurmendi, E; Basile, V; Bentivogli, L; Bisazza, A; Bolognesi, M; Brunato, D; Caselli, T; Casola, S; Cassese, M; Cettolo, M; Collacciani, C; De Cosmo, L; Pia Di Buono, M; Esuli, A; Etxaniz, J; Ferrando, C; Fidelangeli, A; Frenda, S; Fusco, A; Gaido, M; Galassi, A; Galli, F; Giordano, L; Goffetti, M; Gonzalez-Dios, I; Gregori, L; Grundler, G; Iannaccone, S; Jiang, C; La Quatra, M; Lagioia, F; Marem Lo, S; Madeddu, M; Magnini, B; Manna, R; Mercorio, F; Merlo, P; Muti, A; Nastase, V; Negri, M; Onorati, D; Palmieri, E; Papi, S; Passaro, L; Pensa, G; Piergentili, A; Potertì, D; Puccetti, G; Ranaldi, F; Ranaldi, L; Amelio Ravelli, A; Rosola, M; Sofia Ruzzetti, E; Samo, G; Santilli, A; Santin, P; Sarti, G; Sartor, G; Savoldi, B; Serino, A; Seveso, A; Siciliani, L; Torroni, P; Varvara, R; Zaninello, A; Zanollo, A; Massimo Zanzotto, F; Zeinalipour And Andrea Zugarini, K
A Benchmark to Evaluate LLMs’ Proficiency on Italian Student Competencies
2025 Mercorio, F; Mezzanzanica, M; Potertì, D; Serino, A; Seveso, A
A Benchmark to Evaluate LLMs’ Proficiency on Italian Student Competencies
2025 Mercorio, F; Mezzanzanica, M; Potertì, D; Serino, A; Seveso, A
Can Role Vectors Affect LLM Behaviour?
2025 Potertì, D; Seveso, A; Mercorio, F
ITALIC: An Italian Culture-Aware Natural Language Benchmark
2025 Seveso, A; Potertì, D; Federici, E; Mezzanzanica, M; Mercorio, F
JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence
2025 Colombo, S; D'Amico, S; Malandri, L; Mercorio, F; Seveso, A
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs
2025 Abdaljalil, S; Pallucchini, F; Seveso, A; Kurban, H; Mercorio, F; Serpedin, E
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders
2025 Mercorio, F; Pallucchini, F; Potertì, D; Serino, A; Seveso, A
Augmenting XAI with LLMs: A Case Study in Banking Marketing Recommendation
2024 Castelnovo, A; Depalmas, R; Mercorio, F; Mombelli, N; Potertì, D; Serino, A; Seveso, A; Sorrentino, S; Viola, L
BEEP - BEst DrivEr's License Performer: A CALAMITA Challenge
2024 Mercorio, F; Potertì, D; Serino, A; Seveso, A
Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods
2024 Cesarini, M; Malandri, L; Pallucchini, F; Seveso, A; Xing, F
Model-contrastive explanations through symbolic reasoning
2024 Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Leveraging Group Contrastive Explanations for Handling Fairness
2023 Castelnovo, A; Inverardi, N; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Symbolic Reasoning for Contrastive Explanations
2023 Seveso, A
Contrastive Explanations of Text Classifiers as a Service
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
ContrXT: Generating contrastive explanations from any text classifier
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
Detecting the Effect Size of Weather Conditions on Patient-Reported Outcome Measures (PROMs)
2022 Milella, F; Seveso, A; Famiglini, L; Banfi, G; Cabitza, F
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text
2021 Seveso, A; Mercorio, F; Mezzanzanica, M
NEO: A System for Identifying New Emerging Occupation from Job Ads
2021 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A