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Journal Articles
- 2023
[j2]Giovanni Bonetta
, Matteo Ribero, Rossella Cancelliere:
Regularization-based pruning of irrelevant weights in deep neural architectures. Appl. Intell. 53(14): 17429-17443 (2023)- 2021
- [j1]Giovanni Bonetta, Marco Roberti, Rossella Cancelliere, Patrick Gallinari:
The Rare Word Issue in Natural Language Generation: A Character-Based Solution. Informatics 8(1): 20 (2021)
Conference and Workshop Papers
- 2024
- [c6]Tiziano Labruna, Sofia Brenna, Giovanni Bonetta, Bernardo Magnini:
Are You a Good Assistant? Assessing LLM Trustability in Task-oriented Dialogues. CLiC-it 2024 - [c5]Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Mirko Polato, Bernardo Magnini:
Vision Language Models as Policy Learners in Reinforcement Learning Environments. ESANN 2024 - 2023
- [c4]Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso:
Job Shop Scheduling via Deep Reinforcement Learning: A Sequence to Sequence Approach. LION 2023: 475-490 - 2022
- [c3]Giovanni Bonetta, Rossella Cancelliere:
Lightening CNN architectures by regularization driven weights' pruning. ESANN 2022 - 2021
- [c2]Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila:
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. FLAIRS 2021 - 2019
- [c1]Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari:
Copy Mechanism and Tailored Training for Character-Based Data-to-Text Generation. ECML/PKDD (2) 2019: 648-664
Editorship
- 2024
- [e1]Giovanni Bonetta, Claudiu Daniel Hromei, Lucia Siciliani, Marco Antonio Stranisci:
Proceedings of the Eight Workshop on Natural Language for Artificial Intelligence (NL4AI 2024) co-located with 23th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2024), Bolzano, Italy, November 26th-27th, 2024. CEUR Workshop Proceedings 3877, CEUR-WS.org 2024 [contents]
Informal and Other Publications
- 2025
- [i6]Davide Testa, Giovanni Bonetta, Raffaella Bernardi, Alessandro Bondielli, Alessandro Lenci, Alessio Miaschi, Lucia C. Passaro, Bernardo Magnini:
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark. CoRR abs/2502.16989 (2025) - [i5]Matteo Merler, Nicola Dainese, Minttu Alakuijala, Giovanni Bonetta, Pietro Ferrazzi, Yu Tian, Bernardo Magnini, Pekka Marttinen:
ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models. CoRR abs/2505.13180 (2025) - 2023
- [i4]Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso:
Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach. CoRR abs/2308.01797 (2023) - 2022
- [i3]Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere:
Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures. CoRR abs/2204.04977 (2022) - 2021
- [i2]Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila:
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. CoRR abs/2105.09235 (2021) - 2019
- [i1]Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari:
Copy mechanism and tailored training for character-based data-to-text generation. CoRR abs/1904.11838 (2019)
Coauthor Index
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