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CAGLIERO, LUCA

CAGLIERO, LUCA  

Dipartimento di Automatica e Informatica  

023058  

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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
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
LegItBART: a summarization model for Italian legal documents / Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca. - 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
Leveraging large language models for abstractive summarization of Italian legal news / Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, Claudia; Giacalone, Giuseppe. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - (2025). [10.1007/s10506-025-09431-3] 1-gen-2025 Benedetto, IreneCagliero, Luca + s10506-025-09431-3.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
Abstractive video lecture summarization: applications and future prospects / Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura. - In: EDUCATION AND INFORMATION TECHNOLOGIES. - ISSN 1573-7608. - 29:(2024), pp. 2951-2971. [10.1007/s10639-023-11855-w] 1-gen-2024 Irene BenedettoMoreno La QuatraLuca CaglieroLorenzo CanaleLaura Farinetti Paper_video_lectures_summarization_300921 (1).pdf; s10639-023-11855-w.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
Boosting court judgment prediction and explanation using legal entities / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - (2024), pp. 1-36. [10.1007/s10506-024-09397-8] 1-gen-2024 Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + s10506-024-09397-8.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
Efficient Neural Network-based Estimation of Interval Shapley Values / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 36:12(2024), pp. 8108-8119. [10.1109/TKDE.2024.3420180] 1-gen-2024 Davide NapolitanoLorenzo VaianiLuca Cagliero Efficient_Neural_Network-based_Estimation_of_Interval_Shapley_Values.pdf; Efficient_Neural_Network-Based_Estimation_of_Interval_Shapley_Values.pdf
Emotion Recognition from Videos Using Multimodal Large Language Models / Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo. - In: FUTURE INTERNET. - ISSN 1999-5903. - 16:7(2024). [10.3390/fi16070247] 1-gen-2024 Lorenzo VaianiLuca CaglieroPaolo Garza futureinternet-16-00247-v2.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