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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
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach / Napolitano, Davide; Cagliero, Luca. - (In corso di stampa). (Intervento presentato al convegno Human-Interpretable AI Workshop). In corso di stampa Napolitano, DavideCagliero, Luca 14_Evaluating_the_Reliability_.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
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
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
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
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models / Gallipoli, Giuseppe; Papicchio, Simone; Vaiani, Lorenzo; Cagliero, Luca; Miola, Arianna; Borghi, Daniele. - (2024), pp. 130-136. (Intervento presentato al convegno The Joint Workshop of the 7th Financial Technology and Natural Language Processing (FinNLP), the 5th Knowledge Discovery from Unstructured Data in Financial Services (KDF), and the 4th Economics and Natural Language Processing (ECONLP) Workshop (FinNLP-KDF-ECONLP 2024) tenutosi a Turin (ITA) nel 20 May, 2024). 1-gen-2024 Giuseppe GallipoliSimone PapicchioLorenzo VaianiLuca Cagliero + 2024.finnlp-1.13.pdf
Leveraging confidence models for identifying challenging data subgroups in speech models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - ELETTRONICO. - (2024), pp. 134-138. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) tenutosi a Seoul (KOR) nel 14-19 April, 2024) [10.1109/ICASSPW62465.2024.10626001]. 1-gen-2024 Koudounas, AlkisPastor, ElianaMazzia, VittorioGueudre, ThomasAttanasio, GiuseppeCagliero, LucaCumani, Sandrode Alfaro, LucaBaralis, Elena + leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdf; Leveraging_Confidence_Models_for_Identifying_Challenging_Data_Subgroups_in_Speech_Models.pdf
MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco. - (2024), pp. 997-1005. (Intervento presentato al convegno SemEval-2024 (Workshop of ACL) tenutosi a Mexico City (MEX) nel 20-21 June, 2024) [10.18653/v1/2023.semeval-1.144]. 1-gen-2024 Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorLuca Cagliero + 2024.semeval-1.144.pdf
On Leveraging Multi-Page Element Relations in Visually-Rich Documents / Napolitano, D.; Vaiani, L.; Cagliero, L.. - (2024), pp. 360-365. (Intervento presentato al convegno 48th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2024 tenutosi a Osaka (JPN) nel 02-04 July 2024) [10.1109/COMPSAC61105.2024.00057]. 1-gen-2024 Napolitano D.Vaiani L.Cagliero L. On_Leveraging_Multi-Page_Element_Relations_in_Visually-Rich_Documents.pdf
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks / La Quatra, Moreno; Gallipoli, Giuseppe; Cagliero, Luca. - In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. - ISSN 2157-6912. - ELETTRONICO. - 15:5(2024), pp. 1-38. [10.1145/3678179] 1-gen-2024 La Quatra, MorenoGallipoli, GiuseppeCagliero, Luca Self-supervised_Text_Style_Transfer_Using_Cycle-Consistent_Adversarial_Networks.pdf; Self-supervised_Text_Style_Transfer_Using_Cycle-Consistent_Adversarial_Networks.pdf