| 2025 | EMNLP | SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs. | Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin |
| 2025 | EMNLP | SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders. | Fabio Mercorio, Filippo Pallucchini, Daniele Potert, Antonio Serino, Andrea Seveso |
| 2025 | EMNLP | Can Role Vectors Affect LLM Behaviour? | Daniele Potert, Andrea Seveso, Fabio Mercorio |
| 2025 | NAACL | ITALIC: An Italian Culture-Aware Natural Language Benchmark. | Andrea Seveso, Daniele Potert, Edoardo Federici, Mario Mezzanzanica, Fabio Mercorio |
| 2025 | SAC | JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence. | Samuele Colombo, Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Andrea Seveso |
| 2022 | IJCAI | The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers. | Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso |
| 2021 | AAAI | NEO: A System for Identifying New Emerging Occupation from Job Ads. | Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso |
| 2021 | AAAI | Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract). | Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica |
| 2021 | IJCAI | Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. | Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso |
| 2021 | IJCAI | A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text. | Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica |
| 2019 | MDAI | Programmed Inefficiencies in DSS-Supported Human Decision Making. | Federico Cabitza, Andrea Campagner, Davide Ciucci, Andrea Seveso |