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
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language
In corso di stampa Gallipoli, Giuseppe; 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
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
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.
Towards an Explorable Conceptual Map of Large Language Models
2024 Bertetto, Lorenzo; Bettinelli, Francesca; Buda, Alessio; Da Mommio, Marco; DI BARI, Simone; Savelli, Claudio; Baralis, ELENA MARIA; Bernasconi, Anna; Cagliero, Luca; Ceri, Stefano; Pierri, Francesco
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
| 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 |
| It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language / Gallipoli, Giuseppe; Cagliero, Luca. - ELETTRONICO. - (In corso di stampa), pp. 1-19. (Intervento presentato al convegno The 31st International Conference on Computational Linguistics tenutosi a Abu Dhabi (UAE) nel January 19-24 2025). | In corso di stampa | Gallipoli, GiuseppeCagliero, Luca | It is not a piece of cake for GPT - Explaining Textual Entailment Recognition in the presence of Figurative Language.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 |
| 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 |
| Towards an Explorable Conceptual Map of Large Language Models / Bertetto, Lorenzo; Bettinelli, Francesca; Buda, Alessio; Da Mommio, Marco; DI BARI, Simone; Savelli, Claudio; Baralis, ELENA MARIA; Bernasconi, Anna; Cagliero, Luca; Ceri, Stefano; Pierri, Francesco. - 520:(2024), pp. 82-90. (Intervento presentato al convegno 36th International Conference on Advanced Information Systems Engineering, CAiSE 2024 tenutosi a Limassol (CYP) nel June 3–7, 2024) [10.1007/978-3-031-61000-4_10]. | 1-gen-2024 | Lorenzo BertettoSimone Di BariClaudio SavelliELENA MARIA BARALISLuca CaglieroFrancesco Pierri + | 978-3-031-61000-4_10.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 |