Archivio Istituzionale della RicercaSAVELLI, CLAUDIO
SAVELLI, CLAUDIO
Dipartimento di Automatica e Informatica
092951
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding
2025 Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena
ERASURE: A Modular and Extensible Framework for Machine Unlearning
2025 D'Angelo, Andrea; Savelli, Claudio; Tagliente, Gabriele; Giobergia, Flavio; Baralis, Elena; Stilo, Giovanni
How to Make Reproducible Research in Machine Unlearning with ERASURE
2025 D'Angelo, Andrea; Savelli, Claudio; Tagliente, Gabriele; Giobergia, Flavio; Baralis, Elena Maria; Stilo, Giovanni
MALTO at SemEval-2025 task 3: Detecting hallucinations in LLMs via uncertainty quantification and larger model validation
2025 Savelli, Claudio; Koudounas, Alkis; Giobergia, Flavio
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs
2025 Savelli, Claudio; Munis, Evren; Bayat, Erfan; Grieco, Andrea; Giobergia, Flavio
Quantum feature selection from interpretable models using qubo formulation
2025 Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria
Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText
2024 Savelli, Claudio; Giobergia, Flavio
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
2024 Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio
Towards an Explorable Conceptual Map of Large Language Models
2024 Bertetto, Lorenzo; Bettinelli, Francesca; Buda, Alessio; Da Mommio, Marco; DI BARI, Simone; Savelli, Claudio; Baralis, ELENA MARIA; Bernasconi, Anna; Cagliero, Luca; Ceri, Stefano; Pierri, Francesco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding / Koudounas, A., Savelli, C., Giobergia, F., Baralis, E.. - (2025), pp. 1768-1772. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-2607]. | 1-gen-2025 | Alkis KoudounasClaudio SavelliFlavio GiobergiaElena Baralis | koudounas25c_interspeech.pdf |
| ERASURE: A Modular and Extensible Framework for Machine Unlearning / D'Angelo, A., Savelli, C., Tagliente, G., Giobergia, F., Baralis, E., Stilo, G.. - (2025), pp. 6346-6350. (CIKM '25: The 34th ACM International Conference on Information and Knowledge Management Seoul (KOR) November 10-14, 2025) [10.1145/3746252.3761627]. | 1-gen-2025 | Savelli, ClaudioGiobergia, FlavioBaralis, Elena + | 3746252.3761627.pdf |
| How to Make Reproducible Research in Machine Unlearning with ERASURE / D'Angelo, A., Savelli, C., Tagliente, G., Giobergia, F., Baralis, E.M., Stilo, G.. - (2025), pp. 11025-11029. (Thirty-Fourth International Joint Conference on Artificial Intelligence Montreal (CA) 16-22 August 2025) [10.24963/ijcai.2025/1255]. | 1-gen-2025 | Savelli ClaudioGiobergia FlavioBaralis Elena + | 1255.pdf |
| MALTO at SemEval-2025 task 3: Detecting hallucinations in LLMs via uncertainty quantification and larger model validation / Savelli, C., Koudounas, A., Giobergia, F.. - (2025), pp. 1318-1324. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Savelli ClaudioKoudounas AlkisGiobergia Flavio | 2025.semeval-1.175.pdf |
| MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs / Savelli, C., Munis, E., Bayat, E., Grieco, A., Giobergia, F.. - (2025), pp. 1747-1752. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Savelli ClaudioBayat ErfanGiobergia Flavio + | 2025.semeval-1.229.pdf |
| Quantum feature selection from interpretable models using qubo formulation / Giobergia, F., Savelli, C., Koudounas, A., Baralis, E.M.. - (2025). (CLEF 2025 Madrid (ESP) 9 – 12 September 2025). | 1-gen-2025 | Giobergia FlavioSavelli ClaudioKoudounas AlkisBaralis Elena | paper_340.pdf |
| Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText / Savelli, C., Giobergia, F.. - (2024). (2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740438]. | 1-gen-2024 | Savelli ClaudioGiobergia Flavio | Enhancing_Cross-Lingual_Word_Embeddings_Aligned_Subword_Vectors_for_Out-of-Vocabulary_Terms_in_fastText.pdf |
| MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection / Borra, F., Savelli, C., Rosso, G., Koudounas, A., Giobergia, F.. - (2024), pp. 1678-1684. (18th International Workshop on Semantic Evaluation (SemEval-2024) Mexico City (MEX) 20-21 June, 2024) [10.18653/v1/2024.semeval-1.240]. | 1-gen-2024 | Claudio SavelliAlkis KoudounasFlavio Giobergia + | 2024.semeval-1.240.pdf |
| Towards an Explorable Conceptual Map of Large Language Models / Bertetto, L., Bettinelli, F., Buda, A., Da Mommio, M., DI BARI, S., Savelli, C., Baralis, E.M., Bernasconi, A., Cagliero, L., Ceri, S., Pierri, F.. - 520:(2024), pp. 82-90. (36th International Conference on Advanced Information Systems Engineering, CAiSE 2024 Limassol (CYP) June 3–7, 2024) [10.1007/978-3-031-61000-4_10]. | 1-gen-2024 | Lorenzo BertettoSimone Di BariClaudio SavelliELENA MARIA BARALISLuca CaglieroFrancesco Pierri + | 978-3-031-61000-4_10.pdf |