Archivio Istituzionale della RicercaGIOBERGIA, FLAVIO
GIOBERGIA, FLAVIO
Dipartimento di Automatica e Informatica
036130
Enhancing Software Maintainability through LLM-Assisted Code Refactoring
In corso di stampa 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
AI models for automated segmentation of engineered polycystic kidney tubules
2024 Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele
Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText
2024 Savelli, Claudio; Giobergia, Flavio
Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
2024 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
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 |
|---|---|---|---|
| Enhancing Software Maintainability through LLM-Assisted Code Refactoring / Fulcini, Tommaso; Coppola, Riccardo; Giobergia, Flavio; Changizi, Amirali; Dashti, Meelad; Dorrani, Kimia; Amalfitano, Domenico; Distante, Damiano; Ricca, Filippo. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno 26th International Conference on Product-Focused Software Process Improvement tenutosi a Salerno (ITA) nel 1-3 Dicembre 2025). | In corso di stampa | Tommaso FulciniRiccardo CoppolaFlavio GiobergiaFilippo Ricca + | Profes_paper.pdf |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding / Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena. - (2025). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). | 1-gen-2025 | Alkis KoudounasClaudio SavelliFlavio GiobergiaElena Baralis | 2505.15700v2.pdf |
| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections / Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena. - 15013:(2025), pp. 101-110. (Intervento presentato al convegno DELTA 2024 - Workshop at KDD 2024 tenutosi a Barcelona (ESP) nel 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, Flavio; Pastor, Eliana; De Alfaro, Luca; Baralis, Elena. - 1:(2025), pp. 366-377. (Intervento presentato al convegno 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025 tenutosi a Toronto ON (CAN) nel 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, Andrea; Savelli, Claudio; Tagliente, Gabriele; Giobergia, Flavio; Baralis, Elena; Stilo, Giovanni. - (2025). (Intervento presentato al convegno Conference on Information and Knowledge Management tenutosi a Seoul (KOR) nel November 10-14, 2025). | 1-gen-2025 | Savelli, ClaudioGiobergia, FlavioBaralis, Elena + | _CIKM_25__ERASURE___Resource_Paper (1).pdf |
| How to Make Reproducible Research in Machine Unlearning with ERASURE / D'Angelo, Andrea; Savelli, Claudio; Tagliente, Gabriele; Giobergia, Flavio; Baralis, Elena Maria; Stilo, Giovanni. - (2025), pp. 11025-11029. (Intervento presentato al convegno Thirty-Fourth International Joint Conference on Artificial Intelligence tenutosi a Montreal (CA) nel 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, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena. - 2:(2025), pp. 4751-4760. (Intervento presentato al convegno KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel 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, Claudio; Koudounas, Alkis; Giobergia, Flavio. - (2025), pp. 1318-1324. (Intervento presentato al convegno 19th International Workshop on Semantic Evaluation (SemEval-2025) tenutosi a Vienna (AT) nel 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, Claudio; Munis, Evren; Bayat, Erfan; Grieco, Andrea; Giobergia, Flavio. - (2025), pp. 1747-1752. (Intervento presentato al convegno 19th International Workshop on Semantic Evaluation (SemEval-2025) tenutosi a Vienna (AT) nel 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, Flavio. - (2025), pp. 2219-2224. (Intervento presentato al convegno 19th International Workshop on Semantic Evaluation (SemEval-2025) tenutosi a Vienna (AT) nel 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, Flavio. - (2025), pp. 2213-2218. (Intervento presentato al convegno 19th International Workshop on Semantic Evaluation (SemEval-2025) tenutosi a Vienna (AT) nel July 31 - August 1, 2025). | 1-gen-2025 | Flavio Giobergia | _SemEval_2025__Task_9___Food_Hazard-3.pdf |
| Quantum feature selection from interpretable models using qubo formulation / Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria. - (2025). (Intervento presentato al convegno CLEF 2025 tenutosi a Madrid (ESP) nel 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, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 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, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena. - (2024), pp. 827-831. (Intervento presentato al convegno Interspeech 2024 tenutosi a Kos (GRC) nel 1-5 September 2024) [10.21437/interspeech.2024-1219]. | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena | koudounas24b_interspeech.pdf |
| AI models for automated segmentation of engineered polycystic kidney tubules / Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:(2024). [10.1038/s41598-024-52677-1] | 1-gen-2024 | Monaco, SimoneGiobergia, FlavioApiletti, Daniele + | s41598-024-52677-1.pdf |
| Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText / Savelli, Claudio; Giobergia, Flavio. - (2024). (Intervento presentato al convegno 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Turin (ITA) nel 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 |
| Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters / Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 139773-139788. [10.1109/access.2024.3466919] | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioBaralis, Elena | Exoplain_Subgroup-Level_Analysis_of_Exoplanet_Atmospheric_Parameters.pdf |
| Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models / Koudounas, Alkis; Giobergia, Flavio. - (2024), pp. 812-813. (Intervento presentato al convegno 49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 tenutosi a Seoul (KOR) nel 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, Flavio; Koudounas, Alkis; Baralis, Elena. - (2024). (Intervento presentato al convegno 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Turin (ITA) nel 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, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio. - (2024), pp. 1678-1684. (Intervento presentato al convegno 18th International Workshop on Semantic Evaluation (SemEval-2024) tenutosi a Mexico City (MEX) nel 20-21 June, 2024) [10.18653/v1/2024.semeval-1.240]. | 1-gen-2024 | Claudio SavelliAlkis KoudounasFlavio Giobergia + | 2024.semeval-1.240.pdf |