CAGLIERO, 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
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
In corso di stampa Napolitano, Davide; Cagliero, Luca
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
Abstractive video lecture summarization: applications and future prospects
2024 Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
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
BONES: a Benchmark fOr Neural Estimation of Shapley values
2024 Napolitano, Davide; Cagliero, Luca
Boosting court judgment prediction and explanation using legal entities
2024 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
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
Efficient Neural Network-based Estimation of Interval Shapley Values
2024 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
Emotion Recognition from Videos Using Multimodal Large Language Models
2024 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
Evaluating Ambiguous Questions in Semantic Parsing
2024 Papicchio, S.; Papotti, P.; Cagliero, L.
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
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models
2024 Gallipoli, Giuseppe; Papicchio, Simone; Vaiani, Lorenzo; Cagliero, Luca; Miola, Arianna; Borghi, Daniele
Leveraging confidence models for identifying challenging data subgroups in speech models
2024 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
MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight
2024 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco
On Leveraging Multi-Page Element Relations in Visually-Rich Documents
2024 Napolitano, D.; Vaiani, L.; Cagliero, L.
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks
2024 La Quatra, Moreno; Gallipoli, Giuseppe; 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). (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 |