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 | 52 | 2020 |
A trip towards fairness: Bias and de-biasing in large language models L Ranaldi, ES Ruzzetti, D Venditti, D Onorati, FM Zanzotto arXiv preprint arXiv:2305.13862, 2023 | 15 | 2023 |
The dark side of the language: Pre-trained transformers in the darknet L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, D Onorati, F Fallucchi, ... arXiv preprint arXiv:2201.05613, 2022 | 13 | 2022 |
Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks D Onorati, P Tommasino, L Ranaldi, F Fallucchi, FM Zanzotto Future Internet 12 (12), 218, 2020 | 5 | 2020 |
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation F Ranaldi, ES Ruzzetti, D Onorati, L Ranaldi, C Giannone, A Favalli, ... arXiv preprint arXiv:2402.08100, 2024 | 1 | 2024 |
Measuring bias in Instruction-Following models with P-AT D Onorati, ES Ruzzetti, D Venditti, L Ranaldi, FM Zanzotto Findings of the Association for Computational Linguistics: EMNLP 2023, 8006-8034, 2023 | 1 | 2023 |
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences D Onorati, L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, ... 2023 IEEE International Conference on Web Intelligence and Intelligent Agent …, 2023 | | 2023 |
Investigating Gender Bias in Large Language Models for the Italian Language ES Ruzzetti, D Onorati, L Ranaldi, D Venditti, FM Zanzotto Italian Conference on Computational Linguistics 2023, 2023 | | 2023 |
KERMIT for Sentiment Analysis in Italian Healthcare Reviews. L Ranaldi, M Mastromattei, D Onorati, ES Ruzzetti, F Fallucchi, ... CLiC-it, 2021 | | 2021 |
Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. FM Zanzotto, D Onorati, P Tommasino, A Santilli, L Ranaldi, F Fallucchi XAI. it@ AI* IA, 112-118, 2020 | | 2020 |
Dialogware-the" Software" for Conversational Agents: a Modular FrameNet-based Approach. FM Zanzotto, G Minardi, D Onorati, G Cocino, A Formichetti NL4AI@ AI* IA, 43-50, 2017 | | 2017 |