| Multitask prompted training enables zero-shot task generalization V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ... International Conference on Learning Representations, 2022 | 1809 | 2022 |
| Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1743 | 2023 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on Machine Learning Research, 2023 | 1298 | 2023 |
| Promptsource: An integrated development environment and repository for natural language prompts SH Bach, V Sanh, ZX Yong, A Webson, C Raffel, NV Nayak, A Sharma, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 329 | 2022 |
| Accelerating Transformer Inference for Translation via Parallel Decoding A Santilli, S Severino, E Postolache, V Maiorca, M Mancusi, R Marin, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 66 | 2023 |
| KERMIT: Complementing transformer architectures with encoders of explicit syntactic interpretations FM Zanzotto, A Santilli, L Ranaldi, D Onorati, P Tommasino, F Fallucchi Proceedings of the 2020 conference on empirical methods in natural language …, 2020 | 63 | 2020 |
| Camoscio: An italian instruction-tuned llama A Santilli, E Rodolà Proceedings of the 9th Italian Conference on Computational Linguistics …, 2023 | 42 | 2023 |
| Fauno: The Italian Large Language Model that will leave you senza parole! A Bacciu, G Trappolini, A Santilli, E Rodolà, F Silvestri Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023 | 28 | 2023 |
| Multimodal Neural Databases G Trappolini, A Santilli, E Rodolà, A Halevy, F Silvestri Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 16 | 2023 |
| Latent autoregressive source separation E Postolache, G Mariani, M Mancusi, A Santilli, L Cosmo, E Rodola Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9444-9452, 2023 | 11 | 2023 |
| KERMITviz: Visualizing Neural Network Activations on Syntactic Trees L Ranaldi, F Fallucchi, A Santilli, FM Zanzotto Research Conference on Metadata and Semantics Research, 139-147, 2021 | 8 | 2021 |
| A kernel-based approach for irony and sarcasm detection in Italian A Santilli, D Croce, R Basili EVALITA Evaluation of NLP and Speech Tools for Italian 12, 146, 2018 | 8 | 2018 |
| Preserving privacy in large language models: A survey on current threats and solutions M Miranda, ES Ruzzetti, A Santilli, FM Zanzotto, S Bratières, E Rodolà Transactions on Machine Learning Research, 2024 | 6 | 2024 |
| SyntNN at SemEval-2018 task 2: is syntax useful for emoji prediction? embedding syntactic trees in multi layer perceptrons FM Zanzotto, A Santilli Proceedings of The 12th International Workshop on Semantic Evaluation, 477-481, 2018 | 6 | 2018 |
| Explanatory learning: Beyond empiricism in neural networks A Norelli, G Mariani, L Moschella, A Santilli, G Parascandolo, S Melzi, ... arXiv preprint arXiv:2201.10222, 2022 | 4 | 2022 |
| Unsupervised source separation via Bayesian inference in the latent domain M Mancusi, E Postolache, G Mariani, M Fumero, A Santilli, L Cosmo, ... arXiv preprint arXiv:2110.05313, 2021 | 3 | 2021 |
| Itaeval and tweetyita: A new extensive benchmark and efficiency-first language model for italian G Attanasio, P Delobelle, M La Quatra, A Santilli, B Savoldi CLiC-it 2024: Tenth Italian Conference on Computational Linguistics, Date …, 2024 | 2 | 2024 |
| Efficient and effective uncertainty quantification for LLMs M Xiong, A Santilli, M Kirchhof, A Golinski, S Williamson Neurips Safe Generative AI Workshop 2024, 2024 | 2 | 2024 |
| ItaEval: A CALAMITA Challenge G Attanasio, M La Quatra, A Santilli, B Savoldi Proceedings of the Tenth Italian Conference on Computational Linguistics …, 2024 | 1 | 2024 |
| On a spurious interaction between uncertainty scores and answer evaluation metrics in generative qa tasks A Santilli, M Xiong, M Kirchhof, P Rodriguez, F Danieli, X Suau, ... Neurips Safe Generative AI Workshop 2024, 2024 | 1 | 2024 |
Emanuele RodolàProfessor of Computer Science, Sapienza University of RomeVerified email at di.uniroma1.it