AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles
Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
SMM4H 2022, Seventh Social Media Mining for Health (#SMM4H) Workshop and Shared Task, 2022
Generalizing over Long Tail Concepts for Medical Term Normalization
Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra
EMNLP 2022, Conference on Empirical Methods in Natural Language Processing, 2022
Estimating the Remaining Useful Life via Neural Sequence Models: a Comparative Study
Giovanni D'Agostino, Alex Falcon, Oswald Lanz, Giorgio Brajnik, Carlo Tasso, Giuseppe Serra
2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI), co-located with AI*IA, 2022
Detection of Adverse Drug Events from Social Media Texts – Research Project Overview
Simone Scaboro, Beatrice Portelli, Giuseppe Serra
HC@AIxIA , 1st AIxIA Workshop on Artificial Intelligence for Healthcare, 2022
BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection
Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni, Giuseppe Serra, Enrico Santus
EACL 2021, 16th Conference of the European Chapter of the Association for Computational Linguistics, 2021
Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies
Beatrice Portelli, Daniele Passabì, Edoardo Lenzi, Giuseppe Serra, Enrico Santus, Emmanuele Chersoni
W3PHIAI 2021 (Best Short Paper), 5th International Workshop on Health Intelligence at AAAI 2021, 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
W-NUT 2021, 7th Workshop on Noisy User-generated Text at EMNLP 2021, 2021
Atomistic Graph Neural Networks for metals: Application to bcc iron
Lorenzo Cian, Giuseppe Lancioni, Lei Zhang, Mirco Ianese, Nicolas Novelli, Giuseppe Serra, Francesco Maresca
Arxiv.org, 2021
Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations
Kevin Roitero, Andrea Brunello, Giuseppe Serra, Stefano Mizzaro
Information Processing and Management, 2020
Text-to-Image Synthesis Based on Machine Generated Captions
Marco Menardi, Alex Falcon, Saida S.Mohamed, Lorenzo Seidenari, Giuseppe Serra, Alberto Del Bimbo, Carlo Tasso
16th Italian Research Conference on Digital Libraries 30-31 January 2020 - Bari, Italy, 2020
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