Flavio Giobergia

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 2026

MINDS at GSI: detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs.

[BibT_eX]

[DOI]

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 2026

MINDS at DeSegMa-IT: Detecting Human-LLM Authorship Switches via Token-Level Classification.

[BibT_eX]

[DOI]

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 2026

Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks.

[BibT_eX]

[DOI]

Claudio Savelli

Proceedings of the Workshops of the EDBT/ICDT 2026 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2026

2025

FAME: Fictional Actors for Multilingual Erasure.

[BibT_eX]

[DOI]

CoRR, December, 2025

A Conceptual Map for Exploring the Landscape of Large Language Models.

[BibT_eX]

[DOI]

IEEE Access, 2025

MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation.

[BibT_eX]

[DOI]

Claudio Savelli

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models.

[BibT_eX]

[DOI]

Proceedings of the 33nd Symposium on Advanced Database Systems, 2025

Enhancing Software Maintainability Through LLM-Assisted Code Refactoring.

[BibT_eX]

[DOI]

Proceedings of the Product-Focused Software Process Improvement, 2025

MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Detecting Interpretable Subgroup Drifts.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

How to Make Reproducible Research in Machine Unlearning with ERASURE.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Quantum Feature Selection from Interpretable Models using a QUBO Formulation.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

ERASURE: A Modular and Extensible Framework for Machine Unlearning.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.

[BibT_eX]

[DOI]

CoRR, 2024

Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters.

[BibT_eX]

[DOI]

IEEE Access, 2024

MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

A Contrastive Learning Approach to Mitigate Bias in Speech Models.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.

[BibT_eX]

[DOI]

Proceedings of the Discovering Drift Phenomena in Evolving Landscapes, 2024

2023

Machine learning with limited label availability: algorithms and applications.

[BibT_eX]

[DOI]

PhD thesis, 2023

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.

[BibT_eX]

[DOI]

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Giobergia at Multi-Task Transformer Tuning for Joint Conspiracy Theory Detection and Classification.

[BibT_eX]

[DOI]

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Late Fusion-based Distributed Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.

[BibT_eX]

[DOI]

Comput. Ind., 2022

Semantic Image Collection Summarization With Frequent Subgraph Mining.

[BibT_eX]

[DOI]

IEEE Access, 2022

Triplet losses-based matrix factorization for robust recommendations.

[BibT_eX]

[DOI]

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

RECLAIM: Reverse Engineering Classification Metrics.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

2021

Dissecting a data-driven prognostic pipeline: A powertrain use case.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

2020

Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

DSLE: A Smart Platform for Designing Data Science Competitions.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Fast Self-Organizing Maps Training.

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[DOI]