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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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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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


2020

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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


2020

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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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