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
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
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
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
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
DQNC2S: DQN-based Cross-stream Crisis event Summarizer
2024 Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo
Empowering University-level Help Desk for International Applicants with AI Chatbots
2024 Karimi, Zahra; Gallipoli, Giuseppe; Cagliero, Luca; Chicco, Francesca; Rosa, Carola; Sechi, Alessandra
Evaluating Ambiguous Questions in Semantic Parsing
2024 Papicchio, S.; Papotti, P.; Cagliero, L.
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
2024 Napolitano, Davide; Cagliero, Luca
Extreme Classification of European Union Law Documents driven by Entity Embeddings
2024 Benedetto, I.; Cagliero, L.; Tarasconi, F.
FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management
2024 Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia
| 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). (Intervento presentato al convegno 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 |
| BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models / Gensale, Aurora; Benedetto, Irene; Gioacchini, Luca; Bosca, Alessio; Cagliero, Luca. - ELETTRONICO. - (2025), pp. 718-725. (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 | Gensale, AuroraBenedetto, IreneGioacchini, LucaBosca, AlessioCagliero, Luca | 2025.semeval-1.99.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue. - (2025), pp. 286-301. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 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, Luca; Avignone, Andrea; Chiusano, Silvia. - 2135:(2025), pp. 377-389. (Intervento presentato al convegno Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2023 tenutosi a Torino (ITA) nel September 18-22, 2023) [10.1007/978-3-031-74633-8_27]. | 1-gen-2025 | Cagliero, LucaAvignone, AndreaChiusano, Silvia | - |
| It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language / Gallipoli, Giuseppe; Cagliero, Luca. - ELETTRONICO. - (2025), pp. 9656-9674. (Intervento presentato al convegno The 31st International Conference on Computational Linguistics tenutosi a Abu Dhabi (UAE) nel 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, 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 |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - 6: Industry track:(2025), pp. 738-748. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 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, Giuseppe; Cagliero, Luca; Mosca, Alessandro; Miola, Arianna; Borghi, Daniele. - ELETTRONICO. - 3946:(2025), pp. 1-7. (Intervento presentato al convegno The 9th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) tenutosi a Barcelona (ES) nel March 25, 2025). | 1-gen-2025 | Gallipoli, GiuseppeCagliero, Luca + | DARLI-AP-6.pdf |
| 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding / Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca. - (2024), pp. 15233-15244. (Intervento presentato al convegno Association for Computational Linguistics 2024 tenutosi a Bangkok, Thailand and virtual meeting nel 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, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato. - (2024), pp. 505-509. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) tenutosi a Seoul (KOR) nel 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, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, Paolo. - (2024), pp. 12060-12079. (Intervento presentato al convegno The 2024 Conference on Empirical Methods in Natural Language Processing tenutosi a Miami, Florida nel 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, Davide; Cagliero, Luca. - (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/AICT61888.2024.10740433]. | 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, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, Francesca; Raus, Rachele; Cavagnoli, Stefania; Cerquitelli, Tania. - 3651:(2024). (Intervento presentato al convegno Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop tenutosi a Paestum (IT) nel 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, Luca; Farinetti, Laura; Fior, Jacopo; Manenti, ANDREA IGNAZIO. - STAMPA. - (2024), pp. 81-87. (Intervento presentato al convegno 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) tenutosi a Osaka (JPN) nel 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 |
| DQNC2S: DQN-based Cross-stream Crisis event Summarizer / Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo. - 14610:(2024), pp. 422-430. (Intervento presentato al convegno 46th European Conference on Information Retrieval. ECIR 2024 tenutosi a Glasgow (UK) nel March 24–28, 2024) [10.1007/978-3-031-56063-7_34]. | 1-gen-2024 | Rege Cambrin, DanieleCagliero, LucaGarza, Paolo | ECIR2024.pdf; 978-3-031-56063-7_34.pdf |
| Empowering University-level Help Desk for International Applicants with AI Chatbots / Karimi, Zahra; Gallipoli, Giuseppe; Cagliero, Luca; Chicco, Francesca; Rosa, Carola; Sechi, Alessandra. - ELETTRONICO. - (2024), pp. 5263-5270. (Intervento presentato al convegno 2024 IEEE International Conference on Big Data (BigData) tenutosi a Washington DC (USA) nel December 15-18 2024) [10.1109/BigData62323.2024.10825040]. | 1-gen-2024 | Gallipoli, GiuseppeCagliero, LucaChicco, FrancescaRosa, CarolaSechi, Alessandra + | Empowering University-level Help Desk for International Applicants with AI Chatbots.pdf; Empowering_University-level_Help_Desk_for_International_Applicants_with_AI_Chatbots.pdf |
| Evaluating Ambiguous Questions in Semantic Parsing / Papicchio, S.; Papotti, P.; Cagliero, L.. - (2024), pp. 338-342. (Intervento presentato al convegno 40th IEEE International Conference on Data Engineering Workshops, ICDEW 2024 tenutosi a Utrecht (NLD) nel 13-16 May 2024) [10.1109/ICDEW61823.2024.00050]. | 1-gen-2024 | Papicchio S.Cagliero L. + | Evaluating_Ambiguous_Questions_in_Semantic_Parsing.pdf |
| Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach / Napolitano, Davide; Cagliero, Luca. - 3841:(2024), pp. 87-94. (Intervento presentato al convegno HI-AI 2024 KDD Workshop on Human-Interpretable AI 2024 tenutosi a Barcelona (ESP) nel August 26, 2024). | 1-gen-2024 | Napolitano, DavideCagliero, Luca | Paper14.pdf |
| Extreme Classification of European Union Law Documents driven by Entity Embeddings / Benedetto, I.; Cagliero, L.; Tarasconi, F.. - ELETTRONICO. - 3651:(2024). (Intervento presentato al convegno EDBT/ICDT 2024 Joint Conference tenutosi a Paestum (IT) nel 25-29 March 2024). | 1-gen-2024 | Benedetto I.Cagliero L. + | DARLI-AP-5.pdf |
| FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management / Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia. - (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/AICT61888.2024.10740417]. | 1-gen-2024 | Avignone, AndreaNapolitano, DavideCagliero, LucaChiusano, Silvia | FlowCasting_A_Dynamic_Machine_Learning_based_Dashboard_for_Bike-Sharing_System_Management.pdf; AICT2024___FlowCasting.pdf |