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
A Neural Turing Machine-based approach to Remaining Useful Life Estimation
Alex Falcon, Giovanni D’Agostino, Giuseppe Serra, Giorgio Brajnik, Carlo Tasso
2020 IEEE International Conference on Prognostics and Health Management, 2020
Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT
Kevin Roitero, Cristian Bozzato, Vincenzo Della Mea, Stefano Mizzaro, Giuseppe Serra
Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages, 2020
Distilling the Evidence to Augment Fact Verification Models
Beatrice Portelli, Jason Zhao, Tal Schuster, Giuseppe Serra, Enrico Santus
3rd Workshop on Fact Extraction and VERification (FEVER), 2020
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