Archivio Istituzionale della RicercaGIOBERGIA, FLAVIO
GIOBERGIA, FLAVIO
Dipartimento di Automatica e Informatica
036130
Analysis Of Linguistic Stereotypes in Single and Multi-Agent Generative AI Architectures
In corso di stampa Ullasci, Martina; Rondina, Marco; Coppola, Riccardo; Giobergia, Flavio; Bellanca, Riccardo; Mancari Pasi, Gabriele; Prato, Luca; Spinoso, Federico; Tagliente, Silvia
Automated Black-Box Testing: A Comparative Study of LLM Agent Architectures and Prompt Engineering
In corso di stampa Arnaudo, Anna; Coppola, Riccardo; Morisio, Maurizio; Giobergia, Flavio; Nguyen, Van-Thanh; Chen, Enrico; Ma, Xiaoning; Ji, Xiaoquan; Mai, Minh-Thai
Enhancing Software Maintainability through LLM-Assisted Code Refactoring
2026 Fulcini, Tommaso; Coppola, Riccardo; Giobergia, Flavio; Changizi, Amirali; Dashti, Meelad; Dorrani, Kimia; Amalfitano, Domenico; Distante, Damiano; Ricca, Filippo
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding
2025 Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections
2025 Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
Detecting Interpretable Subgroup Drifts
2025 Giobergia, Flavio; Pastor, Eliana; De Alfaro, Luca; 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
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions
2025 Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena
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
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries
2025 Giobergia, Flavio
MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification
2025 Giobergia, Flavio
Quantum feature selection from interpretable models using qubo formulation
2025 Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
A Contrastive Learning Approach to Mitigate Bias in Speech Models
2024 Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena
Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText
2024 Savelli, Claudio; Giobergia, Flavio
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models
2024 Koudounas, Alkis; Giobergia, Flavio
Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification
2024 Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
2024 Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Analysis Of Linguistic Stereotypes in Single and Multi-Agent Generative AI Architectures / Ullasci, M., Rondina, M., Coppola, R., Giobergia, F., Bellanca, R., Mancari Pasi, G., Prato, L., Spinoso, F., Tagliente, S.. - ELETTRONICO. - (In corso di stampa). (ACM International Conference on the Foundations of Software Engineering (FSE) - 2nd Intersectionality and Software Engineering Workshop Montreal (CA) 05-09/07/2026). | In corso di stampa | Martina UllasciMarco RondinaRiccardo CoppolaFlavio Giobergia + | dialect final doi.pdf |
| Automated Black-Box Testing: A Comparative Study of LLM Agent Architectures and Prompt Engineering / Arnaudo, Anna; Coppola, Riccardo; Morisio, Maurizio; Giobergia, Flavio; Nguyen, Van-Thanh; Chen, Enrico; Ma, Xiaoning; Ji, Xiaoquan; Mai, Minh-Thai. - ELETTRONICO. - (In corso di stampa). ( 19th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2026 Daejeon (KOR) 18-22nd May 2026). | In corso di stampa | Anna ArnaudoRiccardo CoppolaMaurizio MorisioFlavio GiobergiaVan-Thanh NguyenEnrico Chen + | ASTA_2026____Automated_Black_Box_Testing__A_Comparative_Study_of_LLM_Agent_Architectures_and_Prompt_Engineering (5).pdf |
| Enhancing Software Maintainability through LLM-Assisted Code Refactoring / Fulcini, T., Coppola, R., Giobergia, F., Changizi, A., Dashti, M., Dorrani, K., Amalfitano, D., Distante, D., Ricca, F.. - ELETTRONICO. - 16361:(2026), pp. 153-168. (26th International Conference on Product-Focused Software Process Improvement Salerno (ITA) 1-3 Dicembre 2025) [10.1007/978-3-032-12089-2_10]. | 1-gen-2026 | Tommaso FulciniRiccardo CoppolaFlavio GiobergiaFilippo Ricca + | Profes_paper.pdf; 978-3-032-12089-2_10.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 Synthetic Benchmark to Explore Limitations of Localized Drift Detections / Giobergia, F., Pastor, E., de Alfaro, L., Baralis, E.. - 15013:(2025), pp. 101-110. (DELTA 2024 - Workshop at KDD 2024 Barcelona (ESP) August 26, 2024) [10.1007/978-3-031-82346-6_7]. | 1-gen-2025 | Giobergia, FlavioPastor, ElianaBaralis, Elena + | Giobergia_2025_a_synthetic.pdf; 2408.14687v1.pdf |
| Detecting Interpretable Subgroup Drifts / Giobergia, F., Pastor, E., De Alfaro, L., Baralis, E.. - 1:(2025), pp. 366-377. (31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025 Toronto ON (CAN) August 3 - 7, 2025) [10.1145/3690624.3709259]. | 1-gen-2025 | Giobergia, FlavioPastor, Elianade Alfaro, LucaBaralis, Elena | 2025_KDD___Detecting_Interpretable_Subgroup_Drifts-3.pdf; 3690624.3709259.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 |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions / Paoletti, G., Giobergia, F., Giordano, D., Cagliero, L., Ronchiadin, S., Moncalvo, D., Mellia, M., Baralis, E.. - 2:(2025), pp. 4751-4760. (KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining Toronto ON (CAN) August 3 - 7, 2025) [10.1145/3711896.3737244]. | 1-gen-2025 | Giordano PaolettiFlavio GiobergiaDanilo GiordanoLuca CaglieroMarco MelliaElena Baralis + | 3711896.3737244.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 |
| MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries / Giobergia, F.. - (2025), pp. 2219-2224. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Flavio Giobergia | _SemEval_2025__Task_8___Tabular_Data-3.pdf |
| MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification / Giobergia, F.. - (2025), pp. 2213-2218. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Flavio Giobergia | Multi-Task Transformers for Food.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 |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, E., Giobergia, F., Pastor, E., Cerquitelli, T., Baralis, E.. - (2024). (IEEE International Conference Application of Information and Communication Technologies Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. | 1-gen-2024 | Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena | A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models / Koudounas, A., Giobergia, F., Pastor, E., Baralis, E.. - (2024), pp. 827-831. (Interspeech 2024 Kos (GRC) 1-5 September 2024) [10.21437/interspeech.2024-1219]. | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena | koudounas24b_interspeech.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 |
| Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models / Koudounas, A., Giobergia, F.. - (2024), pp. 812-813. (49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 Seoul (KOR) 14-19 April 2024) [10.1109/icasspw62465.2024.10626156]. | 1-gen-2024 | Koudounas, AlkisGiobergia, Flavio | Houston_we_have_a_Divergence_A_Subgroup_Performance_Analysis_of_ASR_Models.pdf |
| Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification / Giobergia, F., Koudounas, A., Baralis, E.. - (2024). (2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740404]. | 1-gen-2024 | Flavio GiobergiaAlkis KoudounasElena Baralis | _AICT_2024__Survey_LLMs-6.pdf; Large_Language_Models-aided_Literature_Reviews_A_Study_on_Few-Shot_Relevance_Classification.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 |