MERCORIO, FABIO
MERCORIO, FABIO
DIPARTIMENTO DI STATISTICA E METODI QUANTITATIVI
A Benchmark to Evaluate LLMs’ Proficiency on Italian Student Competencies
2026 Mercorio, F; Mezzanzanica, M; Potertì, D; Serino, A; Seveso, A
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
Synthetic data generation: A tertiary study
2026 Nobani, N; Officioso, G; Pallucchini, F; Sperlì, G; Mercorio, F
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
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
Taxonomy Expansion through Collaborative LLM Mapping
2025 D'Amico, S; De Santo, A; Mezzanzanica, M; Mercorio, F
Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs
2025 Colombo, E; Mercorio, F; Mezzanzanica, M; Serino, A
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings
2024 Ascari, R; Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M
Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market
2024 D'Amico, S; Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
An approach to Evaluative AI through Large Language Models
2024 Ermellino, A; Malandri, L; Mercorio, F; Nobani, N; Serino, A