| IT5: Text-to-text Pretraining for Italian Language Understanding and Generation G Sarti, M Nissim Proceedings of the LREC-COLING 2024, 9422-9433, 2022 | 58* | 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 | 40 | 2023 |
| 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 | 35 | 2023 |
| 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 | 14 | 2021 |
| 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 | 12 | 2024 |
| 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 | 10 | 2020 |
| 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 | 8 | 2022 |
| 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 | 7 | 2020 |
| 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 | 5* | 2024 |
| DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers A Langedijk, H Mohebbi, G Sarti, W Zuidema, J Jumelet NAACL 2024: Findings, 4764–4780, 2023 | 5 | 2023 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| 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 | 4 | 2023 |
| 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 | 4 | 2021 |
| 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 | 3 | 2021 |
| ArchiMeDe@ DANKMEMES: A New Model Architecture for Meme Detection J Setpal, G Sarti Evaluation Campaign of Natural Language Processing and Speech Tools for …, 2020 | 3* | 2020 |
| Interpreting Neural Language Models for Linguistic Complexity Assessment G Sarti University of Trieste, 2020 | 2 | 2020 |
| Multi-property Steering of Large Language Models with Dynamic Activation Composition D Scalena, G Sarti, M Nissim arXiv preprint arXiv:2406.17563, 2024 | | 2024 |
| Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation J Qi*, G Sarti*, R Fernández, A Bisazza arXiv preprint arXiv:2406.13663 (* = Equal contribution), 2024 | | 2024 |
Malvina NissimProfessor of Computational Linguistics and Society, Rijksuniversiteit GroningenVerified email at rug.nl
