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
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
In corso di stampa Napolitano, Davide; Cagliero, Luca
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models
In corso di stampa Gallipoli, Giuseppe; Papicchio, Simone; Vaiani, Lorenzo; Cagliero, Luca; 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
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
DQNC2S: DQN-based Cross-stream Crisis event Summarizer
2024 Rege Cambrin, Daniele; 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
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.
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy
2023 Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA
Benchmarking Abstractive Models for Italian Legal News Summarization
2023 Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco; Giacalone, Giuseppe; Bernini, Claudia
DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy
2023 Gallipoli, Giuseppe; LA QUATRA, Moreno; REGE CAMBRIN, Daniele; Greco, Salvatore; Cagliero, Luca
Detecting industrial vehicles’ duty levels using contrastive learning
2023 Cagliero, Luca; Buccafusco, Silvia; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
Discovering SpatioTemporal Warning Contexts from non-emergency call reports
2023 Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia
Exploring Subgroup Performance In End-to-End Speech Models
2023 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele
| 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 |
| 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. - (In corso di stampa). (Intervento presentato al convegno LREC-COLING 2024). | In corso di stampa | Giuseppe GallipoliSimone PapicchioLorenzo VaianiLuca Cagliero + | - |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy / Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA. - ELETTRONICO. - 3473:(2023). (Intervento presentato al convegno EVALITA 2023 tenutosi a Parma (ITA) nel September 7th - 8th, 2023). | 1-gen-2023 | Koudounas AlkisGiobergia FlavioBenedetto IreneMonaco SimoneCagliero LucaApiletti DanieleBaralis Elena | paper16.pdf |
| Benchmarking Abstractive Models for Italian Legal News Summarization / Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco; Giacalone, Giuseppe; Bernini, Claudia. - ELETTRONICO. - 379:(2023), pp. 311-316. (Intervento presentato al convegno JURIX2023: 36th International Conference on Legal Knowledge and Information Systems tenutosi a Maastricht (NLD) nel 18-20 December 2023) [10.3233/faia230980]. | 1-gen-2023 | Benedetto, IreneCagliero, Luca + | FAIA-379-FAIA230980.pdf |
| DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy / Gallipoli, Giuseppe; LA QUATRA, Moreno; REGE CAMBRIN, Daniele; Greco, Salvatore; Cagliero, Luca. - 3473:(2023). (Intervento presentato al convegno EVALITA 2023 tenutosi a Parma nel September 7th-8th 2023). | 1-gen-2023 | Giuseppe GallipoliMoreno La QuatraDaniele Rege CambrinSalvatore GrecoLuca Cagliero | paper14.pdf |
| Detecting industrial vehicles’ duty levels using contrastive learning / Cagliero, Luca; Buccafusco, Silvia; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo. - STAMPA. - (2023), pp. 1630-1636. (Intervento presentato al convegno 2023 IEEE International Conference on Big Data (IEEE Big Data 2023) tenutosi a Sorrento (Italy) nel December 15-18, 2023) [10.1109/BigData59044.2023.10386964]. | 1-gen-2023 | Luca CaglieroSilvia BuccafuscoFrancesco VaccarinoLucia Salvatori + | IEEE_Big_Data_2023_Contrastive_MICENE (1).pdf; Detecting_industrial_vehicles_duty_levels_using_contrastive_learning.pdf |
| Discovering SpatioTemporal Warning Contexts from non-emergency call reports / Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia. - (2023). (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases tenutosi a Torino nel September 18-22 2023). | 1-gen-2023 | Cagliero, LucaAvignone, AndreaChiusano, Silvia | - |
| Exploring Subgroup Performance In End-to-End Speech Models / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island (Greece) nel 4-10 June 2023) [10.1109/ICASSP49357.2023.10095284]. | 1-gen-2023 | Alkis KoudounasEliana PastorLuca CaglieroElena Baralis + | ICASSP23__Divergent_behaviors_in_E2E_systems.pdf; Exploring_Subgroup_Performance_in_End-to-End_Speech_Models.pdf |