Publications

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra (2023). Extensive evaluation of transformer-based architectures for adverse drug events extraction. Knowledge-Based Systems.

Saida SM Mahmoud, Beatrice Portelli, Giovanni D'Agostino, Gianluca Pollastri, Giuseppe Serra, Federico Fogolari (2023). A Comparison of Mutual Information, Linear Models and Deep Learning Networks for Protein Secondary Structure Prediction. Current Bioinformatics.

Kevin Roitero, Beatrice Portelli, Giuseppe Serra, Vincenzo Della Mea, Stefano Mizzaro, Gianni Cerro, Michele Vitelli, Mario Molinara (2023). Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform. IEEE Access.

Alessandro Locaputo, Beatrice Portelli, Emanuela Colombi, Giuseppe Serra (2023). Filling the Lacunae in ancient Latin inscriptions. In IRCDL 2023.

Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini (2023). Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. Personal and Ubiquitous Computing.

Simone Scaboro, Beatrice Portelli, Giuseppe Serra (2022). Detection of Adverse Drug Events from Social Media Texts-Research Project Overview. HC@AIxIA.

Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra (2022). Generalizing over Long Tail Concepts for Medical Term Normalization. EMNLP.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra (2022). Increasing adverse drug events extraction robustness on social media: Case study on negation and speculation. Experimental Biology and Medicine.

Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra (2022). AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles. SMM4H 2022.

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra (2022). Negation detection for robust Adverse Drug Event extraction from social media texts. IRCDL 2022.