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Gabriele Sarti
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IT5: Text-to-text Pretraining for Italian Language Understanding and Generation
G Sarti, M Nissim
Proceedings of the LREC-COLING 2024, 9422-9433, 2022
61*2022
Inseq: An Interpretability Toolkit for Sequence Generation Models
G Sarti, N Feldhus, L Sickert, O van der Wal, M Nissim, A Bisazza
ACL 2023: System Demonstrations Track, 421–435, 2023
432023
Contrastive Language-Image Pre-training for the Italian Language
F Bianchi, G Attanasio, R Pisoni, S Terragni, G Sarti, D Balestri
Italian Conference on Computational Linguistics (CLiC-it'23) - Best Student …, 2023
352023
A Primer on the Inner Workings of Transformer-based Language Models
J Ferrando, G Sarti, A Bisazza, MR Costa-jussà
arXiv preprint arXiv:2405.00208, 2024
162024
That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models
G Sarti, D Brunato, F Dell’Orletta
Workshop on Cognitive Modeling and Computational Linguistics (CMCL'21), 48-60, 2021
152021
ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation
G Carbone, G Sarti
Italian Journal of Computational Linguistics (IJCoL) 6 (2), 61--77, 2020
11*2020
Italian Transformers Under the Linguistic Lens
A Miaschi, G Sarti, D Brunato, F Dell’Orletta, G Venturi
Italian Conference on Computational Linguistics (CLiC-it'20), 2020
102020
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages
G Sarti, A Bisazza, AG Arenas, A Toral
EMNLP 2022: Main Track, 7795–7816, 2022
82022
UmBERTo-MTSA@ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations
G Sarti
Evaluation Campaign of Natural Language Processing and Speech Tools for …, 2020
72020
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation
L Edman, G Sarti, A Toral, G Noord, A Bisazza
Transactions of the Association for Computational Linguistics 12, 392-410, 2024
6*2024
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
A Langedijk, H Mohebbi, G Sarti, W Zuidema, J Jumelet
NAACL 2024: Findings, 4764–4780, 2023
62023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation
G Sarti, PM Htut, X Niu, B Hsu, A Currey, G Dinu, M Nadejde
ACL 2023: Main Track, 1476–1490, 2023
52023
Probing Linguistic Knowledge in Italian Neural Language Models across Language Varieties
A Miaschi, G Sarti, D Brunato, F Dell’Orletta, G Venturi
Italian Journal of Computational Linguistics (IJCoL) 8 (8-1), 2022
52022
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students
L Pannitto, L Busso, CR Combei, L Messina, A Miaschi, G Sarti, M Nissim
Teaching NLP Workshop 2021, 160-170, 2021
52021
Quantifying the Plausibility of Context Reliance in Neural Machine Translation
G Sarti, G Chrupała, M Nissim, A Bisazza
International Conference on Learning Representations (ICLR'24), 2023
42023
A dissemination workshop for introducing young Italian students to NLP
L Messina, L Busso, CR Combei, L Pannitto, A Miaschi, G Sarti, M Nissim
Teaching NLP Workshop 2021, 52–54, 2021
42021
ArchiMeDe@ DANKMEMES: A New Model Architecture for Meme Detection
J Setpal, G Sarti
Evaluation Campaign of Natural Language Processing and Speech Tools for …, 2020
4*2020
Interpreting Neural Language Models for Linguistic Complexity Assessment
G Sarti
University of Trieste, 2020
22020
Multi-property Steering of Large Language Models with Dynamic Activation Composition
D Scalena, G Sarti, M Nissim
arXiv preprint arXiv:2406.17563, 2024
12024
Non Verbis, Sed Rebus: Large Language Models are Weak Solvers of Italian Rebuses
G Sarti, T Caselli, M Nissim, A Bisazza
arXiv preprint arXiv:2408.00584, 2024
2024
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Articles 1–20