Mario Merone

Qualification: Associate Personnel

Associate affiliation: Università Campus Bio-Medico Roma

Venue: Pisa

Laboratory: ItaliaNLP Lab

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2024 - Journal articles
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Bonfigli A., Bacco L., Merone M., and Dell'Orletta F. (2024) “From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain”, ARTIFICIAL INTELLIGENCE IN MEDICINE, ISSN 0933-3657, vol. 157.
2024 - Conference contributions
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Biggio M., Merone M., and Caligiore D. (2024) “Disentangling Blink Reflexes in Multiple Sclerosis through explainable artificial intelligence systems”, Atti del Congresso scientifico annuale AISM e la sua Fondazione "Brain health: rethinking the diagnosis of multiple sclerosi and related disorders", Congresso scientifico annuale AISM "Brain health: rethinking the diagnosis of multiple sclerosi and related disorders".
2023 - Journal articles
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Bacco L., Dell'Orletta F., Lai H., Merone M., and Nissim M. (2023) “A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations”, EXPERT SYSTEMS WITH APPLICATIONS, ISSN 0957-4174, vol. 233, pp. 1-18.
2022 - Journal articles
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Bacco L., Russo F., Ambrosio L., D'Antoni F., Vollero L., Vadala G., Dell'Orletta F., Merone M., Papalia R., and Denaro V. (2022) “Natural language processing in low back pain and spine diseases: A systematic review”, FRONTIERS IN SURGERY, ISSN 2296-875X, vol. 9.
2021 - Journal articles
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Bacco L., Cimino A., Dell'Orletta F., and Merone M. (2021) “Explainable sentiment analysis: A hierarchical transformer-based extractive summarization approach”, ELECTRONICS, ISSN 2079-9292, vol. 10.
2020 - Conference papers
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Bacco L., Cimino A., Paulon L., Merone M., and Dell'Orletta F. (2020) “A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare”, Seventh Italian Conference on Computational Linguistics (CLiC-it 2020).
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