Gabriele Sarti

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Machine Translation

Parallel Corpora

Top Venues

Publications

Daniel Scalena, Gabriele Sarti, Malvina Nissim
Multi-property Steering of Large Language Models with Dynamic Activation Composition. CoRR (2024)
Lukas Edman, Gabriele Sarti, Antonio Toral, Gertjan van Noord, Arianna Bisazza
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation. Trans. Assoc. Comput. Linguistics 12 (2024)
Jirui Qi, Gabriele Sarti, Raquel Fernández, Arianna Bisazza
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation. CoRR (2024)
Gabriele Sarti, Grzegorz Chrupala, Malvina Nissim, Arianna Bisazza
Quantifying the Plausibility of Context Reliance in Neural Machine Translation. ICLR (2024)
Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà
A Primer on the Inner Workings of Transformer-based Language Models. CoRR (2024)
Gabriele Sarti, Malvina Nissim
IT5: Text-to-text Pretraining for Italian Language Understanding and Generation. LREC/COLING (2024)
Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal
Inseq: An Interpretability Toolkit for Sequence Generation Models. CoRR (2023)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri
Contrastive Language-Image Pre-training for the Italian Language. CLiC-it (2023)
Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin Hsu, Anna Currey, Georgiana Dinu, Maria Nadejde
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. CoRR (2023)
Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal
Inseq: An Interpretability Toolkit for Sequence Generation Models. ACL (demo) (2023)
Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin Hsu, Anna Currey, Georgiana Dinu, Maria Nadejde
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. ACL (2) (2023)
Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. CoRR (2023)
Gabriele Sarti, Grzegorz Chrupala, Malvina Nissim, Arianna Bisazza
Quantifying the Plausibility of Context Reliance in Neural Machine Translation. CoRR (2023)
Daniel Scalena, Gabriele Sarti, Malvina Nissim, Elisabetta Fersini
Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence. CoRR (2023)
Gabriele Sarti, Malvina Nissim
IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation. CoRR (2022)
Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. EMNLP (2022)
Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. CoRR (2022)
Gabriele Sarti, Arianna Bisazza
InDeep $\times$ NMT: Empowering Human Translators via Interpretable Neural Machine Translation. EAMT (2022)
Ludovica Pannitto, Lucia Busso, Claudia Roberta Combei, Lucio Messina, Alessio Miaschi, Gabriele Sarti, Malvina Nissim
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students. CoRR (2021)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
Contrastive Language-Image Pre-training for the Italian Language. CoRR (2021)
Lucio Messina, Lucia Busso, Claudia Roberta Combei, Ludovica Pannitto, Alessio Miaschi, Gabriele Sarti, Malvina Nissim
A dissemination workshop for introducing young Italian students to NLP. CoRR (2021)
Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta
That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models. CMLS (2021)
Ginevra Carbone, Gabriele Sarti
ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation. CoRR (2020)
Gabriele Sarti
UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations. CoRR (2020)
Gabriele Sarti
UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations (short paper). EVALITA (2020)
Ginevra Carbone, Gabriele Sarti
ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation. NL4AI@AI*IA (2020)
Alessio Miaschi, Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Italian Transformers Under the Linguistic Lens. CLiC-it (2020)
Jinen Setpal, Gabriele Sarti
ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection. EVALITA (2020)