Gabriele Sarti

According to our database, Gabriele Sarti authored at least 25 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation.

Lukas Edman, Gabriele Sarti, Antonio Toral, Gertjan van Noord, Arianna Bisazza

Trans. Assoc. Comput. Linguistics, 2024

Non Verbis, Sed Rebus: Large Language Models are Weak Solvers of Italian Rebuses.

Gabriele Sarti, Tommaso Caselli, Malvina Nissim, Arianna Bisazza

CoRR, 2024

Multi-property Steering of Large Language Models with Dynamic Activation Composition.

Daniel Scalena, Gabriele Sarti, Malvina Nissim

CoRR, 2024

A Primer on the Inner Workings of Transformer-based Language Models.

Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà

CoRR, 2024

Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit.

Gabriele Sarti, Nils Feldhus, Jirui Qi, Malvina Nissim, Arianna Bisazza

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers.

Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Quantifying the Plausibility of Context Reliance in Neural Machine Translation.

Gabriele Sarti, Grzegorz Chrupala, Malvina Nissim, Arianna Bisazza

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation.

Jirui Qi, Gabriele Sarti, Raquel Fernández, Arianna Bisazza

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

IT5: Text-to-text Pretraining for Italian Language Understanding and Generation.

Gabriele Sarti, Malvina Nissim

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence.

Daniel Scalena, Gabriele Sarti, Malvina Nissim, Elisabetta Fersini

CoRR, 2023

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Inseq: An Interpretability Toolkit for Sequence Generation Models.

Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation.

Gabriele Sarti, Malvina Nissim

CoRR, 2022

DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages.

Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

InDeep $\times$ NMT: Empowering Human Translators via Interpretable Neural Machine Translation.

Gabriele Sarti, Arianna Bisazza

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

2021

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi

CoRR, 2021

Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students.

Ludovica Pannitto, Lucia Busso, Claudia Roberta Combei, Lucio Messina, Alessio Miaschi, Gabriele Sarti, Malvina Nissim

CoRR, 2021

A dissemination workshop for introducing young Italian students to NLP.

Lucio Messina, Lucia Busso, Claudia Roberta Combei, Ludovica Pannitto, Alessio Miaschi, Gabriele Sarti, Malvina Nissim

CoRR, 2021

That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models.

Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta

Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020

UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations.

Gabriele Sarti

CoRR, 2020

ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection.

Jinen Setpal, Gabriele Sarti

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations (short paper).

Gabriele Sarti

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Italian Transformers Under the Linguistic Lens.

Alessio Miaschi, Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation.

Ginevra Carbone, Gabriele Sarti

Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), 2020