Publications

Mehdi Fasihi, Beatrice Portelli, Luca Cadez, Antonio Tomao, Alex Falcon, Giorgio Alberti, Giuseppe Serra (2024). Assessing ensemble models for carbon sequestration and storage estimation in forests using remote sensing data. Ecological Informatics.
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Daniele Lizzio Bosco, Beatrice Portelli, Giuseppe Serra (2024). Integrated Encoding and Quantization to Enhance Quanvolutional Neural Networks. arXiv preprint.
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Zhai Yu, Xiaoyi Bao, Emmanuele Chersoni, Beatrice Portelli, Sophia Lee, Jinghang Gu, Chu-Ren Huang (2024). PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation. SMM4H 2024.
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Alessandro Locaputo, Beatrice Portelli, Stefano Magnani, Emanuela Colombi, Giuseppe Serra (2024). AI for the Restoration of Ancient Inscriptions: A Computational Linguistics Perspective. Decoding Cultural Heritage: A Critical Dissection and Taxonomy of Human Creativity through Digital Tools.
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Alex Falcon, Beatrice Portelli, Ali Abdari, Giuseppe Serra (2024). Paving the Way for Personalized Museums Tours in the Metaverse. In IRCDL 2024.
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Giuseppe Serra, Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni (2024). A perspective on Artificial Intelligence for digital pharmacovigilance in pandemics. Innovating Health Against Future Pandemics.
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Beatrice Portelli, Alessandro Tremamunno, Simone Scaboro, Emmanuele Chersoni, Giuseppe Serra (2023). AILABUD at the NTCIR-17 MedNLP-SC Task: Monolingual vs Multilingual Fine-tuning for ADE Classification. 17th Conference on Evaluation of Information Access Technologies.
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Beatrice Portelli, Simone Scaboro, Giuseppe Serra (2023). Improving Multi-lingual Medical Term Normalization to Address the Long-Tail Problem. PACLIC 2023.
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François Remy, Simone Scaboro, Beatrice Portelli (2023). Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts. SocialNLP.
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Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra (2023). Extensive evaluation of transformer-based architectures for adverse drug events extraction. Knowledge-Based Systems.
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