Publications

2022

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Monitoring User Opinions and Side Effects on COVID-19 Vaccines in the Twittersphere: Infodemiology Study of Tweets

Beatrice Portelli, Simone Scaboro, Roberto Tonino, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

JMIR, Journal of Medical Internet Research, 2022

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2022

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Neural Turing Machines for the Remaining Useful Life estimation problem

Alex Falcon, Giovanni D’Agostino, Oswald Lanz, Giorgio Brajnik, Carlo Tasso, Giuseppe Serra

Computers in Industry, 2022


2022

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Increasing Adverse Drug Events extraction robustness on social media: case study on negation and speculation

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

Experimental Biology and Medicine, (in print), 2022

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2022

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Negation detection for robust Adverse Drug Event extraction from social media texts

Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra

IRCDL 2022, 18th Italian Research Conference on Digital Libraries, 2022


2022

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Relevance-based Margin for Contrastively-trained Video Retrieval Models

Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz

ICMR 2022, International Conference on Multimedia Retrieval, 2022


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


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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