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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
102022
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
92021
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
62022
Extensive evaluation of transformer-based architectures for adverse drug events extraction
S Scaboro, B Portelli, E Chersoni, E Santus, G Serra
Knowledge-Based Systems, 110675, 2023
32023
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
32022
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
32022
Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification
G Pagliarini, S Scaboro, G Serra, G Sciavicco, IE Stan
29th International Symposium on Temporal Representation and Reasoning (TIME …, 2022
22022
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
12023
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
2023
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
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
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