ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation. - Ginevra Carbone; Gabriele Sarti (NL4AI@AI*IA, 2020)

Italian Transformers Under the Linguistic Lens. - Alessio Miaschi; Gabriele Sarti; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2020)

UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations (short paper). - Gabriele Sarti (EVALITA, 2020)

ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection. - Jinen Setpal; Gabriele Sarti (EVALITA, 2020)

UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations. - Gabriele Sarti (CoRR, 2020)

That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models. - Gabriele Sarti; Dominique Brunato; Felice Dell'Orletta (CMLS, 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)

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)

Contrastive Language-Image Pre-training for the Italian Language. - Federico Bianchi 001; Giuseppe Attanasio; Raphael Pisoni; Silvia Terragni; Gabriele Sarti; Sri Lakshmi (CoRR, 2021)

InDeep $ times$ NMT: Empowering Human Translators via Interpretable Neural Machine Translation. - Gabriele Sarti; Arianna Bisazza (EAMT, 2022)

DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. - Gabriele Sarti; Arianna Bisazza; Ana Guerberof Arenas; Antonio Toral (EMNLP, 2022)

IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation. - Gabriele Sarti; Malvina Nissim (CoRR, 2022)

Inseq: An Interpretability Toolkit for Sequence Generation Models. - Gabriele Sarti; Nils Feldhus; Ludwig Sickert; Oskar van der Wal (ACL (demo), 2023)

RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. - Gabriele Sarti; Phu Mon Htut; Xing Niu 001; Benjamin Hsu; Anna Currey; Georgiana Dinu; Maria Nadejde (ACL (2), 2023)

Contrastive Language-Image Pre-training for the Italian Language. - Federico Bianchi 001; Giuseppe Attanasio; Raphael Pisoni; Silvia Terragni; Gabriele Sarti; Dario Balestri (CLiC-it, 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)

EurekaRebus - Verbalized Rebus Solving with LLMs: A CALAMITA Challenge. - Gabriele Sarti; Tommaso Caselli; Arianna Bisazza; Malvina Nissim (CLiC-it, 2024)

Non Verbis, Sed Rebus: Large Language Models Are Weak Solvers of Italian Rebuses. - Gabriele Sarti; Tommaso Caselli; Malvina Nissim; Arianna Bisazza (CLiC-it, 2024)

IT5: Text-to-text Pretraining for Italian Language Understanding and Generation. - Gabriele Sarti; Malvina Nissim (LREC/COLING, 2024)

Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation. - Jirui Qi; Gabriele Sarti; Raquel Fernández; Arianna Bisazza (EMNLP, 2024)

Quantifying the Plausibility of Context Reliance in Neural Machine Translation. - Gabriele Sarti; Grzegorz Chrupala; Malvina Nissim; Arianna Bisazza (ICLR, 2024)

DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. - Anna Langedijk; Hosein Mohebbi; Gabriele Sarti; Willem H. Zuidema; Jaap Jumelet (NAACL-HLT (Findings), 2024)

Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit. - Gabriele Sarti; Nils Feldhus; Jirui Qi; Malvina Nissim; Arianna Bisazza (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

A Primer on the Inner Workings of Transformer-based Language Models. - Javier Ferrando; Gabriele Sarti; Arianna Bisazza; Marta R. Costa-jussà (CoRR, 2024)

Multi-property Steering of Large Language Models with Dynamic Activation Composition. - Daniel Scalena; Gabriele Sarti; Malvina Nissim (CoRR, 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)

QE4PE: Word-level Quality Estimation for Human Post-Editing. - Gabriele Sarti; Vilém Zouhar; Grzegorz Chrupala; Ana Guerberof Arenas; Malvina Nissim; Arianna Bisazza (CoRR, 2025)

Noiser: Bounded Input Perturbations for Attributing Large Language Models. - Mohammad Reza Ghasemi Madani; Aryo Pradipta Gema; Gabriele Sarti; Yu Zhao 043; Pasquale Minervini; Andrea Passerini (CoRR, 2025)

Steering Large Language Models for Machine Translation Personalization. - Daniel Scalena; Gabriele Sarti; Arianna Bisazza; Elisabetta Fersini; Malvina Nissim (CoRR, 2025)

Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement. - Gabriele Sarti; Vilém Zouhar; Malvina Nissim; Arianna Bisazza (CoRR, 2025)

Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers. - Sara Candussio; Gaia Saveri; Gabriele Sarti; Luca Bortolussi (CoRR, 2025)

Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation. - Khondoker Ittehadul Islam; Gabriele Sarti (CoRR, 2025)