SEVESO ANDREA

Role
Contract Researcher  
Academic disciplines
Information Processing Systems (IINF-05/A)
Scientific-Disciplinary Group:
INFORMATION PROCESSING SYSTEMS (09/IINF-05)
Room:
  • U07, Floor: 2, Room: 2043

Publications

  • Potertì, D., Seveso, A., Mercorio, F. (2025). Can Role Vectors Affect LLM Behaviour?. In Findings of the Association for Computational Linguistics: EMNLP 2025 (pp.17735-17747). Association for Computational Linguistics [10.18653/v1/2025.findings-emnlp.963]. Detail

  • Mercorio, F., Mezzanzanica, M., Potertì, D., Serino, A., Seveso, A. (2025). A Benchmark to Evaluate LLMs’ Proficiency on Italian Student Competencies. Intervento presentato a: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - From 15 to 19 September 2025, Porto, Portugal. Detail

  • Colombo, S., D'Amico, S., Malandri, L., Mercorio, F., Seveso, A. (2025). JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence. In SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing (pp.928-935). Association for Computing Machinery [10.1145/3672608.3707718]. Detail

  • Abdaljalil, S., Pallucchini, F., Seveso, A., Kurban, H., Mercorio, F., Serpedin, E. (2025). SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs. In EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025 (pp.9335-9346). Association for Computational Linguistics (ACL) [10.18653/v1/2025.findings-emnlp.496]. Detail

  • Seveso, A., Potertì, D., Federici, E., Mezzanzanica, M., Mercorio, F. (2025). ITALIC: An Italian Culture-Aware Natural Language Benchmark. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies
    (Volume 1: Long Papers), April 29 - May 4, 2025 (pp.1469-1478). Association for Computational Linguistics (ACL) [10.18653/v1/2025.naacl-long.68].
     Detail

Awards

Research and teaching assignments

  • Attivita' di insegnamento - Università degli Studi di MILANO-BICOCCA, 2020 - 2021
  • Titolare di contratto di ricerca - Università degli Studi di MILANO-BICOCCA, 2026 - 2028