Archivio Istituzionale della RicercaVAIANI, LORENZO
VAIANI, LORENZO
Dipartimento di Automatica e Informatica
071274
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
In corso di stampa Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
2025 Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue
Exploring the Use of Deep Models to Analyze Data in Multimodal Scenarios
2025 Vaiani, Lorenzo
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding
2025 Napolitano, Davide; Vaiani, Lorenzo; 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
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
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
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.
Designing Logic Tensor Networks for Visual Sudoku puzzle classification
2023 Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara
ITALIC: An Italian Intent Classification Dataset
2023 Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach
2023 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection
2023 D'Amico, Lorenzo; Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation
2023 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
2023 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
How Much Attention Should we Pay to Mosquitoes?
2022 Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; 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). ( 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 |
| A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding / Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca. - In: COMPUTERS. - ISSN 2073-431X. - 14:9(2025). [10.3390/computers14090362] | 1-gen-2025 | Vaiani, LorenzoNapolitano, DavideCagliero, Luca | computers-14-00362.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. - 33:3(2025), pp. 605-640. [10.1007/s10506-024-09397-8] | 1-gen-2025 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue. - (2025), pp. 286-301. ( 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| Exploring the Use of Deep Models to Analyze Data in Multimodal Scenarios / Vaiani, Lorenzo. - (2025 Jul 02), pp. 1-121. | 2-lug-2025 | VAIANI, LORENZO | conv_vaiani_lorenzo_dissertation.pdf; conv_vaiani_lorenzo_dissertation_abstract.pdf |
| PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - (2025), pp. 2071-2076. ( 19th International Workshop on Semantic Evaluation Vienna (AT) July 27-August 1, 2025). | 1-gen-2025 | Napolitano, DavideVaiani, LorenzoCagliero, Luca | 2025.semeval-1.269.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. ( Association for Computational Linguistics 2024 Bangkok, Thailand and virtual meeting 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. ( 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Seoul (KOR) 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 |
| 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 |
| 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 |
| 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. ( SemEval-2024 (Workshop of ACL) Mexico City (MEX) 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. ( 48th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2024 Osaka (JPN) 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 |
| Designing Logic Tensor Networks for Visual Sudoku puzzle classification / Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara. - ELETTRONICO. - 3432:(2023), pp. 223-232. ( 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) Certosa di Pontignano, Siena (Italia) July 3-5, 2023). | 1-gen-2023 | Lia MorraAlberto AzzariLetizia BergamascoMarco BragaLuigi CapogrossoFederico DelrioGiuseppe Di GiacomoSimone EiraudoGiorgia GhioneRocco GiudiceAlkis KoudounasLuca PianoDaniele Rege CambrinMatteo RissoMarco RondinaAlessandro RussoMarco RussoFrancesco TaioliLorenzo VaianiChiara Vercellino | NeSy_workshop_Visual_Sudoku.pdf; paper19.pdf |
| ITALIC: An Italian Intent Classification Dataset / Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena. - ELETTRONICO. - (2023), pp. 2153-2157. ( INTERSPEECH 2023 Dublin (Ireland) 20 August - 24 August 2023) [10.21437/Interspeech.2023-1980]. | 1-gen-2023 | Alkis KoudounasMoreno La QuatraLorenzo VaianiLuca ColombaGiuseppe AttanasioEliana PastorLuca CaglieroElena Baralis | italic_oa.pdf; koudounas23_interspeech.pdf |
| Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - ELETTRONICO. - 3379:(2023). (Intervento presentato al convegno Data Analytics solutions for Real-LIfe APplications (DARLI-AP) tenutosi a Ioannina (Greece) nel March 28-31, 2023). | 1-gen-2023 | Napolitano,DavideVaiani, LorenzoCagliero, Luca | DARLI-AP_2023_5.pdf |
| PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection / D'Amico, Lorenzo; Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - ELETTRONICO. - 3473:(2023). ( EVALITA 2023 Parma, Italy September 7-8, 2023). | 1-gen-2023 | Napolitano,DavideVaiani,LorenzoCagliero,Luca + | Multimodal Fake News Detection .pdf |
| PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation / Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 1447-1453. ( SemEval-2023 (Workshop of ACL) Toronto (CAN) July 9–14, 2023) [10.18653/v1/2023.semeval-1.199]. | 1-gen-2023 | Lorenzo VaianiLuca CaglieroPaolo Garza | 2023.semeval-1.199.pdf |
| PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco. - ELETTRONICO. - (2023), pp. 1401-1411. ( SemEval-2023 (Workshop of ACL) Toronto (CAN) July 9–14, 2023) [10.18653/v1/2023.semeval-1.194]. | 1-gen-2023 | Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorElena BaralisLuca Cagliero + | 2023.semeval-1.194.pdf |
| How Much Attention Should we Pay to Mosquitoes? / Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA. - ELETTRONICO. - (2022), pp. 7135-7139. ( Computational Paralinguistics ChallengE 2022 (ComParE 2022) Lisbon (PT) October 10-14, 2022) [10.1145/3503161.3551594]. | 1-gen-2022 | Lorenzo VaianiAlkis KoudounasMoreno La QuatraLuca CaglieroPaolo GarzaElena Baralis | ComParE2022_Mosquito_Challenge.pdf; 3503161.3551594.pdf |