MERCORIO, FABIO
MERCORIO, FABIO
DIPARTIMENTO DI STATISTICA E METODI QUANTITATIVI
Benchmarking Distributional Vector Similarity Measures: A Survey
2026 Cambria, E; Nobani, N; Pallucchini, F; Mercorio, F
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
Learning across modalities: a systematic survey of multimodal models for financial analysis
2026 D'Amico, S; Mercorio, F; Nobani, N; Sperlì, G; Ventre, C
Lost in Alignment: A Survey on Cross-Lingual Alignment Methods for Contextualized Representation
2026 Pallucchini, F; Malandri, L; Mercorio, F; Mezzanzanica, M
Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space
2026 Ermellino, A; Malandri, L; Mercorio, F; Serino, A
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models
2026 De Santo, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
Synthetic data generation: A tertiary study
2026 Nobani, N; Officioso, G; Pallucchini, F; Sperlì, G; Mercorio, F
Using language models to extract and map emerging skills to the ESCO taxonomy
2026 De Santo, A; Nobani, N; Malandri, L; Mercorio, F; Mezzanzanica, M
VEUCTOR: Training and selecting best vector space models from online job ads for European countries
2026 Colombo, E; D'Amico, S; Mercorio, F; Mezzanzanica, M
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
RE-FIN: Retrieval-based Enrichment for Financial data
2025 Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
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
SEEDOT: Tool for Enhancing Sentiment Lexicon with Machine Learning
2025 Haardt, V; Malandri, L; Mercorio, F; Porcelli, L
SeNSe: embedding alignment via semantic anchors selection
2025 Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
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
SkiLLMo: Normalized ESCO Skill Extraction through Transformer Models
2025 Malandri, L; Mercorio, F; Serino, A