Archivio Istituzionale della RicercaSAVELLI, CLAUDIO
SAVELLI, CLAUDIO
Dipartimento di Automatica e Informatica
092951
Can Humans Dream of Electric Sheep? Human-Written Samples for Fine-Grained Vision-and-Language Hallucination Benchmarking
In corso di stampa Mickus, Timothee; Savelli, Claudio; Calò, Eduardo; Raimond, Emilio; Frank, Stella; Luo, Hengyu; Giobergia, Flavio; Segonne, Vincent; Li, Chuyuan; Sinha, Aman; Vaiani, Lorenzo; Tiedemann, Jörg; Vázquez, Raúl
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering
2026 Yassine, Ali; Savelli, Claudio; Napolitano, Davide; Gallipoli, Giuseppe; Cagliero, Luca; Baralis, Elena
Confabulations from acl publications (cap): A dataset for scientific hallucination detection
2026 Gamba, Federica; Sinha, Aman; Mickus, Timothee; Vazquez, Raul; Bhamidipati, Patanjali; Savelli, Claudio; Chattopadhyay, Ahana; Zanella Laura, A.; Kankanampati, Yash; Remesh Binesh, Arakkal; Chandramania Aryan, Ashok; Agarwal, Rohit; Li, Chuyuan; Buhnila, Ioana; Mamidi, Radhika
Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks
2026 Giobergia, Flavio; Savelli, Claudio
FAME: Fictional actors for multilingual erasure
2026 Savelli, Claudio; La Quatra, Moreno; Koudounas, Alkis; Giobergia, Flavio
MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media
2026 Salami, Matin; Rodia, Luca Maria; Schiau, Vladimir; Munis, Evren Ayberk; Savelli, Claudio; Giobergia, Flavio
MALTO at SemEval-2026 task 13: Detecting human, AI, and hybrid code via hard negative mining and curriculum-driven ensembles
2026 Arslan, Huseyin Arda; Munis, Evren Ayberk; Khudonogov, Timofei; Akgun, Mert; Besli, Murat; Meherrem, Ayhan; Savelli, Claudio; Giobergia, Flavio
MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization Detection
2026 Iannielli, Angelo; Maroli, Samuele; Roberto, Marco; Sammartino, Stefano; Vacirca, Valentino; Savelli, Claudio; Coppola, Riccardo; Giobergia, Flavio
MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift
2026 Buccelli Giorgia, Rosalia; Coviello, Antonella; Holota, Alexandra Elena; Scaglione, Marco; Scalora, Simone; Savelli, Claudio; Coppola, Riccardo; Giobergia, Flavio
MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment
2026 Eskandari, Sina; Mousavi Seyed, Amirreza; Rahimi, Amirreza; Pouresmaeil, Mona; Vitaggio, Marcello; Savelli, Claudio; Coppola, Riccardo; Giobergia, Flavio
On the Evaluation of Machine Unlearning Methods: A Multi-domain Classification Benchmark
2026 D'Angelo, Andrea; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena Maria; Stilo, Giovanni
Svela at evalita 2026: Overview of the selective verification of erasure from llm answers task
2026 Savelli, Claudio; La Quatra, Moreno; Koudounas, Alkis; Giobergia, Flavio
UnSLU-BENCH+: Extended Machine Unlearning Benchmark for Spoken Language Understanding
2026 Savelli, Claudio; Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena Maria
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding
2025 Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena
A Conceptual Map for Exploring the Landscape of Large Language Models
2025 Pierri, Francesco; Bernasconi, Anna; Giobergia, Flavio; Savelli, Claudio; Baralis, Elena; Cagliero, Luca; Ceri, Stefano
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Can Humans Dream of Electric Sheep? Human-Written Samples for Fine-Grained Vision-and-Language Hallucination Benchmarking / Mickus, T., Savelli, C., Calò, E., Raimond, E., Frank, S., Luo, H., Giobergia, F., Segonne, V., Li, C., Sinha, A., Vaiani, L., Tiedemann, J., Vázquez, R.. - (In corso di stampa). (The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026) ). | In corso di stampa | Savelli ClaudioGiobergia FlavioVaiani Lorenzo + | 2608.01021v1.pdf |
| AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering / Yassine, A., Savelli, C., Napolitano, D., Gallipoli, G., Cagliero, L., Baralis, E.. - ELETTRONICO. - 4195:(2026), pp. 1-11. (EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Bari (ITA) February 26th-27th, 2026). | 1-gen-2026 | Yassine, AliSavelli, ClaudioNapolitano, DavideGallipoli, GiuseppeCagliero, LucaBaralis, Elena | 46.pdf |
| Confabulations from acl publications (cap): A dataset for scientific hallucination detection / Gamba, F., Sinha, A., Mickus, T., Vazquez, R., Bhamidipati, P., Savelli, C., Chattopadhyay, A., Zanella Laura, A., Kankanampati, Y., Remesh Binesh, A., Chandramania Aryan, A., Agarwal, R., Li, C., Buhnila, I., Mamidi, R.. - 11:(2026), pp. 2512-2524. (The Fifteenth Language Resources and Evaluation Conference (LREC 2026) Palma, Mallorca (ESP) 11 - 16 May 2026) [10.63317/2vbyt7ey6nrp]. | 1-gen-2026 | Savelli Claudio + | 2026.lrec2026-1.197.pdf |
| Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks / Giobergia, F., Savelli, C.. - 4192:(2026). (10th International Workshop on Data Analytics Solutions for Real-Life Applications (DARLI-AP 2026) Tampere (FIN) March 2026). | 1-gen-2026 | Giobergia FlavioSavelli Claudio | DARLIAP-paper16.pdf |
| FAME: Fictional actors for multilingual erasure / Savelli, C., La Quatra, M., Koudounas, A., Giobergia, F.. - 11:(2026), pp. 2557-2566. (The Fifteenth Language Resources and Evaluation Conference (LREC 2026) Palma, Mallorca (ESP) 11 - 16 May 2026) [10.63317/3npbbsyj2dd7]. | 1-gen-2026 | Savelli ClaudioLa Quatra MorenoKoudounas AlkisGiobergia Flavio | 2026.lrec2026-1.200.pdf |
| MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media / Salami, M., Rodia, L.M., Schiau, V., Munis, E.A., Savelli, C., Giobergia, F.. - 4195:(2026). (EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Bari (ITA) February 26th-27th, 2026). | 1-gen-2026 | Salami MatinRodia LucaSchiau VladimirMunis Evren AyberkSavelli ClaudioGiobergia Flavio | 40.pdf |
| MALTO at SemEval-2026 task 13: Detecting human, AI, and hybrid code via hard negative mining and curriculum-driven ensembles / Arslan, H.A., Munis, E.A., Khudonogov, T., Akgun, M., Besli, M., Meherrem, A., Savelli, C., Giobergia, F.. - (2026), pp. 2413-2420. (20th International Workshop on Semantic Evaluation (SemEval-2026) San Diego, CA (USA) July 3–4, 2026) [10.18653/v1/2026.semeval-1.304]. | 1-gen-2026 | Arslan HuseyinMunis Evren AyberkAkgun MertBesli MuratMeherrem AyhanSavelli ClaudioGiobergia Flavio + | 2026.semeval-1.304.pdf |
| MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization Detection / Iannielli, A., Maroli, S., Roberto, M., Sammartino, S., Vacirca, V., Savelli, C., Coppola, R., Giobergia, F.. - (2026), pp. 2475-2486. (20th International Workshop on Semantic Evaluation (SemEval-2026) San Diego, CA (USA) July 2–7, 2026) [10.18653/v1/2026.semeval-1.313]. | 1-gen-2026 | Sammartino StefanoSavelli ClaudioCoppola RiccardoGiobergia Flavio + | 2026.semeval-1.313.pdf |
| MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift / Buccelli Giorgia, R., Coviello, A., Holota, A.E., Scaglione, M., Scalora, S., Savelli, C., Coppola, R., Giobergia, F.. - (2026), pp. 3080-3088. (20th International Workshop on Semantic Evaluation (SemEval-2026) San Diego (USA) July 2-7, 2026) [10.18653/v1/2026.semeval-1.386]. | 1-gen-2026 | Coviello AntonellaHolota Alexandra ElenaScaglione MarcoSavelli ClaudioCoppola RiccardoGiobergia Flavio + | 2026.semeval-1.386.pdf |
| MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment / Eskandari, S., Mousavi Seyed, A., Rahimi, A., Pouresmaeil, M., Vitaggio, M., Savelli, C., Coppola, R., Giobergia, F.. - (2026), pp. 2967-2971. (20th International Workshop on Semantic Evaluation (SemEval-2026) San Diego, CA (USA) July 2–7, 2026) [10.18653/v1/2026.semeval-1.372]. | 1-gen-2026 | Eskandari SinaSavelli ClaudioCoppola RiccardoGiobergia Flavio + | 2026.semeval-1.372.pdf |
| On the Evaluation of Machine Unlearning Methods: A Multi-domain Classification Benchmark / D'Angelo, A., Savelli, C., Giobergia, F., Baralis, E.M., Stilo, G.. - In: MACHINE LEARNING. - ISSN 0885-6125. - 115:7(2026). [10.1007/s10994-026-07094-y] | 1-gen-2026 | Savelli ClaudioGiobergia FlavioBaralis Elena + | s10994-026-07094-y (4).pdf |
| Svela at evalita 2026: Overview of the selective verification of erasure from llm answers task / Savelli, C., La Quatra, M., Koudounas, A., Giobergia, F.. - 4195:(2026). (EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Bari (ITA) February 26th-27th, 2026). | 1-gen-2026 | Savelli ClaudioLa Quatra MorenoKoudounas AlkisGiobergia Flavio | 63 (1).pdf |
| UnSLU-BENCH+: Extended Machine Unlearning Benchmark for Spoken Language Understanding / Savelli, C., Koudounas, A., Giobergia, F., Baralis, E.M.. - In: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. - ISSN 2998-4173. - 34:(2026), pp. 1892-1902. [10.1109/TASLPRO.2026.3675768] | 1-gen-2026 | Savelli ClaudioKoudounas AlkisGiobergia FlavioBaralis Elena | UnSLU-BENCH_Extended_Machine_Unlearning_Benchmark_for_Spoken_Language_Understanding (1).pdf |
| "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 |
| A Conceptual Map for Exploring the Landscape of Large Language Models / Pierri, F., Bernasconi, A., Giobergia, F., Savelli, C., Baralis, E., Cagliero, L., Ceri, S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 190735-190744. [10.1109/ACCESS.2025.3629334] | 1-gen-2025 | Flavio GiobergiaClaudio SavelliElena BaralisLuca Cagliero + | A_Conceptual_Map_for_Exploring_the_Landscape_of_Large_Language_Models.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 |