Monitoring user opinions and side effects on COVID-19 vaccines in the Twittersphere: infodemiology study of tweets B Portelli, S Scaboro, R Tonino, E Chersoni, E Santus, G Serra Journal of Medical Internet Research 24 (5), e35115, 2022 | 14 | 2022 |
NADE: a benchmark for robust adverse drug events extraction in face of negations S Scaboro, B Portelli, E Chersoni, E Santus, G Serra arXiv preprint arXiv:2109.10080, 2021 | 13 | 2021 |
Generalizing over long tail concepts for medical term normalization B Portelli, S Scaboro, E Santus, H Sedghamiz, E Chersoni, G Serra arXiv preprint arXiv:2210.11947, 2022 | 9 | 2022 |
Extensive evaluation of transformer-based architectures for adverse drug events extraction S Scaboro, B Portelli, E Chersoni, E Santus, G Serra Knowledge-Based Systems 275, 110675, 2023 | 7 | 2023 |
Increasing adverse drug events extraction robustness on social media: Case study on negation and speculation S Scaboro, B Portelli, E Chersoni, E Santus, G Serra Experimental Biology and Medicine 247 (22), 2003-2014, 2022 | 7 | 2022 |
AILAB-Udine@ SMM4H 22: Limits of Transformers and BERT Ensembles B Portelli, S Scaboro, E Chersoni, E Santus, G Serra arXiv preprint arXiv:2209.03452, 2022 | 6 | 2022 |
Neural-symbolic temporal decision trees for multivariate time series classification G Pagliarini, S Scaboro, G Serra, G Sciavicco, E Stan LEIBNIZ INTERNATIONAL PROCEEDINGS IN INFORMATICS 247, 1-15, 2022 | 6 | 2022 |
AILABUD at the NTCIR-17 MedNLP-SC Task: Monolingual vs Multilingual Fine-tuning for ADE Classification B Portelli, A Tremamunno, S Scaboro, E Chersoni, G Serra (No Title), none, 2023 | 1 | 2023 |
Boosting adverse drug event normalization on social media: general-purpose model initialization and biomedical semantic text similarity benefit zero-shot linking in informal … F Remy, S Scaboro, B Portelli arXiv preprint arXiv:2308.00157, 2023 | 1 | 2023 |
A perspective on Artificial Intelligence for digital pharmacovigilance in pandemics G Serra, B Portelli, S Scaboro, E Chersoni Innovating Health Against Future Pandemics, 59-68, 2024 | | 2024 |
Improving Multi-lingual Medical Term Normalization to Address the Long-Tail Problem B Portelli, S Scaboro, G Serra Proceedings of the 37th Pacific Asia Conference on Language, Information and …, 2023 | | 2023 |
Detection of Adverse Drug Events from Social Media Texts-Research Project Overview. S Scaboro, B Portelli, G Serra HC@ AIxIA, 77-86, 2022 | | 2022 |
Negation detection for robust Adverse Drug Event extraction from social media texts S Scaboro, B Portelli, E Chersoni, E Santus, G Serra CEUR WORKSHOP PROCEEDINGS 3160, 2022 | | 2022 |
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal … R François, S Scaboro, B Portelli | | |