Publications

2022

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Learning Video Retrieval Models with Relevance-Aware Online Mining

Alex Falcon, Giuseppe Serra, Oswald Lanz

ICIAP 2022, 21st International Conference on Image Analysis and Processing, 2022

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2022

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A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval

Alex Falcon, Giuseppe Serra, Oswald Lanz

MM 2022, ACM International Conference on Multimedia, 2022

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2022

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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


2022

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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

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2022

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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


2022

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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


2021

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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

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2021

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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

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2021

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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

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2021

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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

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