Archivio Istituzionale della RicercaCAGLIERO, LUCA
CAGLIERO, LUCA
Dipartimento di Automatica e Informatica
023058
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
In corso di stampa Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation
In corso di stampa Napolitano, Davide; Cagliero, Luca
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 Napolitano, Davide; Cagliero, Luca; Battiloro, Fabrizio
Leveraging large language models for abstractive summarization of Italian legal news
2026 Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, Claudia; Giacalone, Giuseppe
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection
2026 Yassine, Ali; Cagliero, Luca; Vassio, Luca
Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
2026 Papicchio, S.; Rossi, S.; Cagliero, L.; Papotti, P.
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study
2026 Yassine, Ali; Zorzan, Fabio; Salvatori, Lucia; Vassio, Luca; Cagliero, Luca
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models
2025 Gensale, Aurora; Benedetto, Irene; Gioacchini, Luca; Bosca, Alessio; Cagliero, Luca
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
2025 Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue
Discovering SpatioTemporal Warning Contexts from non-emergency call reports
2025 Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia
Discovering SpatioTemporally Invariant Event Patterns From Mobility Data
2025 Colomba, Luca; Cagliero, Luca; Garza, Paolo
In-Context Unlearning for Text Summarization using Large Language Models
2025 Gallipoli, Giuseppe; Cagliero, Luca
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language
2025 Gallipoli, Giuseppe; Cagliero, Luca
LegItBART: a summarization model for Italian legal documents
2025 Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca
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
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding
2025 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
2025 Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data
2025 Papicchio, Simone; Papotti, Paolo; Cagliero, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - (In corso di stampa). ( 32nd ACM International Conference on Information and Knowledge Management). | In corso di stampa | Napolitano,DavideVaiani,LorenzoCagliero,Luca | Association_for_Computing_Machinery__ACM____SIG_Proceedings_Template_CIKM23_DN_LV_LC.pdf |
| LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation / Napolitano, D., Cagliero, L.. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - (In corso di stampa), pp. 1-10. [10.1109/tai.2025.3645716] | In corso di stampa | Napolitano, DavideCagliero, Luca | IEEE_TAI___EfficientFastSHAP.pdf |
| Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents / Napolitano, D., Cagliero, L., Battiloro, F.. - V 40 n.10: AAAI-26 Technical Tracks 10:(2026), pp. 8125-8133. (Fortieth AAAI Conference on Artificial Intelligence (AAAI-26) Singapore (SGP) January 20-27, 2026) [10.1609/aaai.v40i10.37759]. | 1-gen-2026 | Napolitano, DavideCagliero, Luca + | AAAI___VQA___CR.pdf; 37759-Article Text-41851-1-2-20260314.pdf |
| Leveraging large language models for abstractive summarization of Italian legal news / Benedetto, I., Cagliero, L., Ferro, M., Tarasconi, F., Bernini, C., Giacalone, G.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - 34:2(2026), pp. 421-441. [10.1007/s10506-025-09431-3] | 1-gen-2026 | Benedetto, IreneCagliero, Luca + | s10506-025-09431-3.pdf |
| On Cost-Effectiveness of Language Models for Time Series Anomaly Detection / Yassine, A., Cagliero, L., Vassio, L.. - In: INFORMATION. - ISSN 2078-2489. - 17:1(2026). [10.3390/info17010072] | 1-gen-2026 | Yassine, AliCagliero, LucaVassio, Luca | information-17-00072.pdf |
| Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning / Papicchio, S., Rossi, S., Cagliero, L., Papotti, P.. - In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. - ISSN 2835-8856. - 2026-:(2026). | 1-gen-2026 | Papicchio S.Cagliero L. + | - |
| Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study / Yassine, A., Zorzan, F., Salvatori, L., Vassio, L., Cagliero, L.. - ELETTRONICO. - 4192:(2026). (10th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) Tampere, Finland March 24, 2026). | 1-gen-2026 | Yassine, AliVassio, LucaCagliero, Luca + | DARLIAP-paper10.pdf |
| A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding / Vaiani, L., Napolitano, D., Cagliero, L.. - In: COMPUTERS. - ISSN 2073-431X. - 14:9(2025). [10.3390/computers14090362] | 1-gen-2025 | Vaiani, LorenzoNapolitano, DavideCagliero, Luca | computers-14-00362.pdf |
| BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models / Gensale, A., Benedetto, I., Gioacchini, L., Bosca, A., Cagliero, L.. - ELETTRONICO. - (2025), pp. 718-725. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Gensale, AuroraBenedetto, IreneGioacchini, LucaBosca, AlessioCagliero, Luca | 2025.semeval-1.99.pdf |
| Boosting court judgment prediction and explanation using legal entities / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Cagliero, L., Tarasconi, F., Baralis, E.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - 33:3(2025), pp. 605-640. [10.1007/s10506-024-09397-8] | 1-gen-2025 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, L., Vaiani, L., Pastor, E., Koudounas, A., Baralis, E., Mazzia, V., Pollastrini, S., Gueudre, T., Giollo, M., Amberti, D., Wu, Y.. - (2025), pp. 286-301. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| Discovering SpatioTemporal Warning Contexts from non-emergency call reports / Cagliero, L., Avignone, A., Chiusano, S.. - 2135:(2025), pp. 377-389. (Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2023 Torino (ITA) September 18-22, 2023) [10.1007/978-3-031-74633-8_27]. | 1-gen-2025 | Cagliero, LucaAvignone, AndreaChiusano, Silvia | - |
| Discovering SpatioTemporally Invariant Event Patterns From Mobility Data / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 26:10(2025), pp. 15309-15322. [10.1109/tits.2025.3595382] | 1-gen-2025 | Colomba, LucaCagliero, LucaGarza, Paolo | TITS3595382.pdf; Discovering_SpatioTemporally_Invariant_Event_Patterns_From_Mobility_Data.pdf |
| In-Context Unlearning for Text Summarization using Large Language Models / Gallipoli, G., Cagliero, L.. - ELETTRONICO. - (2025), pp. 1-6. (2025 IEEE 19th International Conference on Application of Information and Communication Technologies (AICT) Al Ain (UAE) 29-31 October 2025) [10.1109/AICT67988.2025.11268691]. | 1-gen-2025 | Gallipoli, GiuseppeCagliero, Luca | In-Context Unlearning for Text Summarization using Large Language Models.pdf; In-Context_Unlearning_for_Text_Summarization_using_Large_Language_Models.pdf |
| It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language / Gallipoli, G., Cagliero, L.. - ELETTRONICO. - (2025), pp. 9656-9674. (The 31st International Conference on Computational Linguistics Abu Dhabi (UAE) January 19-24 2025). | 1-gen-2025 | Gallipoli, GiuseppeCagliero, Luca | 2025.coling-main.646.pdf |
| LegItBART: a summarization model for Italian legal documents / Benedetto, I., La Quatra, M., Cagliero, L.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - (2025). [10.1007/s10506-025-09436-y] | 1-gen-2025 | Benedetto, IreneLa Quatra, MorenoCagliero, Luca | s10506-025-09436-y.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 |
| PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding / Napolitano, D., Vaiani, L., Cagliero, L.. - (2025), pp. 2071-2076. (19th International Workshop on Semantic Evaluation Vienna (AT) July 27-August 1, 2025). | 1-gen-2025 | Napolitano, DavideVaiani, LorenzoCagliero, Luca | 2025.semeval-1.269.pdf |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, A., Pastor, E., Mazzia, V., Giollo, M., Gueudre, T., Reale, E., Cagliero, L., Cumani, S., De Alfaro, L., Baralis, E., Amberti, D.. - 6: Industry track:(2025), pp. 738-748. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + | 2025.acl-industry.52.pdf |
| QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data / Papicchio, S., Papotti, P., Cagliero, L.. - In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. - ISSN 2157-6904. - 16:2(2025), pp. 1-26. [10.1145/3712704] | 1-gen-2025 | Papicchio, SimoneCagliero, Luca + | 3712704.pdf |