| 2026 | ACL | Interpreto: An Explainability Library for Transformers. | Antonin Poch, Thomas Mullor, Gabriele Sarti, Frdric Boisnard, Corentin Friedrich, Charlotte Claye, Franois Hoofd, Raphael Bernas, Nicholas Asher, Cline Hudelot, Fanny Jourdan |
| 2026 | EACL | Steering Large Language Models for Machine Translation Personalization. | Daniel Scalena, Gabriele Sarti, Arianna Bisazza, Elisabetta Fersini, Malvina Nissim |
| 2026 | EAMT | From Insights to Impact: Actionable Interpretability for Neural Machine Translation. | Gabriele Sarti |
| 2025 | EMNLP | Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement. | Gabriele Sarti, Vilm Zouhar, Malvina Nissim, Arianna Bisazza |
| 2024 | COLING | IT5: Text-to-text Pretraining for Italian Language Understanding and Generation. | Gabriele Sarti, Malvina Nissim |
| 2024 | EMNLP | Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation. | Jirui Qi, Gabriele Sarti, Raquel Fernndez, Arianna Bisazza |
| 2024 | ICLR | Quantifying the Plausibility of Context Reliance in Neural Machine Translation. | Gabriele Sarti, Grzegorz Chrupala, Malvina Nissim, Arianna Bisazza |
| 2024 | NAACL | DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. | Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet |
| 2023 | ACL | Inseq: An Interpretability Toolkit for Sequence Generation Models. | Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal |
| 2023 | ACL | RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. | Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin Hsu, Anna Currey, Georgiana Dinu, Maria Nadejde |
| 2022 | EAMT | InDeep $\times$ NMT: Empowering Human Translators via Interpretable Neural Machine Translation. | Gabriele Sarti, Arianna Bisazza |
| 2022 | EMNLP | DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. | Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral |