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
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 Napolitano, Davide; Cagliero, Luca; Battiloro, Fabrizio
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
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
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
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
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
Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis
2025 Gallipoli, Giuseppe; Cagliero, Luca; Mosca, Alessandro; Miola, Arianna; Borghi, Daniele
Semi-supervised Community Detection in Dynamic Graphs
2025 Bianco, Matteo; Cagliero, Luca; Vassio, Luca
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
2025 Papicchio, Simone; Cagliero, Luca; Papotti, Paolo
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
2024 Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca
Benchmarking Representations for Speech, Music, and Acoustic Events
2024 LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
2024 Rege Cambrin, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, Paolo
BONES: a Benchmark fOr Neural Estimation of Shapley values
2024 Napolitano, Davide; Cagliero, Luca
Building Foundations for Inclusiveness through Expert-Annotated Data
2024 La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, Francesca; Raus, Rachele; Cavagnoli, Stefania; Cerquitelli, Tania
ChatGPT, be my teaching assistant! Automatic correction of SQL exercises
2024 Cagliero, Luca; Farinetti, Laura; Fior, Jacopo; Manenti, ANDREA IGNAZIO
| 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 |
| 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 |
| 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 |
| 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 |
| 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 | - |
| 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 |
| 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 |
| Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis / Gallipoli, G., Cagliero, L., Mosca, A., Miola, A., Borghi, D.. - ELETTRONICO. - 3946:(2025), pp. 1-7. (The 9th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) Barcelona (ES) March 25, 2025). | 1-gen-2025 | Gallipoli, GiuseppeCagliero, Luca + | DARLI-AP-6.pdf |
| Semi-supervised Community Detection in Dynamic Graphs / Bianco, M., Cagliero, L., Vassio, L.. - 3946:(2025). (9th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) Barcelona (SPAIN) 25-28 March 2025). | 1-gen-2025 | Cagliero, LucaVassio, Luca + | DARLI-AP-1.pdf |
| SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing / Papicchio, Simone; Cagliero, Luca; Papotti, Paolo. - ELETTRONICO. - (2025), pp. 17937-17957. ( Conference on Empirical Methods in Natural Language Processing Suzhou (CHN) November 4-9, 2025) [10.18653/v1/2025.emnlp-main.906]. | 1-gen-2025 | Papicchio, SimoneCagliero, Luca + | 2025.emnlp-main.906.pdf |
| 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding / Ding, Y., Vaiani, L., Han, C., Lee, J., Garza, P., Poon, J., Cagliero, L.. - (2024), pp. 15233-15244. (Association for Computational Linguistics 2024 Bangkok, Thailand and virtual meeting August 11-16, 2024). | 1-gen-2024 | Lorenzo VaianiPaolo GarzaLuca Cagliero + | 2402.17983v2.pdf; 2024.findings-acl.903.pdf |
| Benchmarking Representations for Speech, Music, and Acoustic Events / LA QUATRA, M., Koudounas, A., Vaiani, L., Baralis, E., Cagliero, L., Garza, P., Marco Siniscalchi, S.. - (2024), pp. 505-509. (2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Seoul (KOR) 14-19 April 2024) [10.1109/ICASSPW62465.2024.10625960]. | 1-gen-2024 | Moreno La QuatraAlkis KoudounasLorenzo VaianiElena BaralisLuca CaglieroPaolo Garza + | 2405.00934v1.pdf; Benchmarking_Representations_for_Speech_Music_and_Acoustic_Events.pdf |
| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning / Rege Cambrin, D., Gallipoli, G., Benedetto, I., Cagliero, L., Garza, P.. - (2024), pp. 12060-12079. (The 2024 Conference on Empirical Methods in Natural Language Processing Miami, Florida November 12 –16, 2024) [10.18653/v1/2024.findings-emnlp.704]. | 1-gen-2024 | Rege Cambrin, DanieleGallipoli, GiuseppeBenedetto, IreneCagliero, LucaGarza, Paolo | 2024.findings-emnlp.704.pdf |
| BONES: a Benchmark fOr Neural Estimation of Shapley values / Napolitano, D., Cagliero, L.. - (2024). (2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740433]. | 1-gen-2024 | Napolitano, DavideCagliero, Luca | BONES_AICT.pdf; BONES_a_benchmark_for_neural_estimation_of_shapley_values.pdf |
| Building Foundations for Inclusiveness through Expert-Annotated Data / La Quatra, M., Greco, S., Cagliero, L., Tonti, M., Dragotto, F., Raus, R., Cavagnoli, S., Cerquitelli, T.. - 3651:(2024). (Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop Paestum (IT) March 25-28, 2024). | 1-gen-2024 | La Quatra, MorenoGreco, Salvatore GrecoCagliero, LucaTonti, MichelaCerquitelli, Tania + | Building Foundations for Inclusiveness through Expert-Annotated Data.pdf |
| ChatGPT, be my teaching assistant! Automatic correction of SQL exercises / Cagliero, L., Farinetti, L., Fior, J., Manenti, A.I.. - STAMPA. - (2024), pp. 81-87. (2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) Osaka (JPN) July 2-4, 2024) [10.1109/COMPSAC61105.2024.00021]. | 1-gen-2024 | Luca CaglieroLaura FarinettiJacopo FiorAndrea Ignazio Manenti | IEEE_COMPSAC_2024___SQL_ChatGPT.pdf; ChatGPT_be_my_Teaching_Assistant_Automatic_Correction_of_SQL_Exercises.pdf |