Zobrazeno 1 - 10
of 5 727
pro vyhledávání: '"Filice A"'
Autor:
Bruno, Pierangela, De Rose, Edoardo, Adornetto, Carlo, Calimeri, Francesco, Donato, Sandro, Agostino, Raffaele Giuseppe, Amelio, Daniela, Barberi, Riccardo, Cerra, Maria Carmela, Crocco, Maria Caterina, Filice, Mariacristina, Filosa, Raffaele, Greco, Gianluigi, Imbrogno, Sandra, Formoso, Vincenzo
X-ray computed microtomography ({\mu}-CT) is a non-destructive technique that can generate high-resolution 3D images of the internal anatomy of medical and biological samples. These images enable clinicians to examine internal anatomy and gain insigh
Externí odkaz:
http://arxiv.org/abs/2406.16724
Autor:
Patwa, Parth, Filice, Simone, Chen, Zhiyu, Castellucci, Giuseppe, Rokhlenko, Oleg, Malmasi, Shervin
Large Language Models (LLMs) operating in 0-shot or few-shot settings achieve competitive results in Text Classification tasks. In-Context Learning (ICL) typically achieves better accuracy than the 0-shot setting, but it pays in terms of efficiency,
Externí odkaz:
http://arxiv.org/abs/2404.02422
Autor:
Cuconasu, Florin, Trappolini, Giovanni, Siciliano, Federico, Filice, Simone, Campagnano, Cesare, Maarek, Yoelle, Tonellotto, Nicola, Silvestri, Fabrizio
Retrieval-Augmented Generation (RAG) has recently emerged as a method to extend beyond the pre-trained knowledge of Large Language Models by augmenting the original prompt with relevant passages or documents retrieved by an Information Retrieval (IR)
Externí odkaz:
http://arxiv.org/abs/2401.14887
Alzheimer's disease (AD) is a neurodegenerative disease characterized by dementia and memory loss in the elderly population. The amyloid-$\beta$ peptide (A$\beta$ 1-42) is one of the main pathogenic factors in AD and is known to cause damage to neuro
Externí odkaz:
http://arxiv.org/abs/2401.05878
Autor:
Shad, Rohan, Zakka, Cyril, Kaur, Dhamanpreet, Fong, Robyn, Filice, Ross Warren, Mongan, John, Kalianos, Kimberly, Khandwala, Nishith, Eng, David, Leipzig, Matthew, Witschey, Walter, de Feria, Alejandro, Ferrari, Victor, Ashley, Euan, Acker, Michael A., Langlotz, Curtis, Hiesinger, William
Cardiac MRI allows for a comprehensive assessment of myocardial structure, function, and tissue characteristics. Here we describe a foundational vision system for cardiac MRI, capable of representing the breadth of human cardiovascular disease and he
Externí odkaz:
http://arxiv.org/abs/2312.00357
Many Natural Language Generation (NLG) tasks aim to generate a single output text given an input prompt. Other settings require the generation of multiple texts, e.g., for Synthetic Traffic Generation (STG). This generation task is crucial for traini
Externí odkaz:
http://arxiv.org/abs/2311.12534
Autor:
Wang, Zhuoer, Collins, Marcus, Vedula, Nikhita, Filice, Simone, Malmasi, Shervin, Rokhlenko, Oleg
Methods to generate text from structured data have advanced significantly in recent years, primarily due to fine-tuning of pre-trained language models on large datasets. However, such models can fail to produce output faithful to the input data, part
Externí odkaz:
http://arxiv.org/abs/2305.14793
Autor:
Zangara, Gabriele, Filice, Luigino
Publikováno v:
European Journal of Innovation Management, 2024, Vol. 27, Issue 9, pp. 360-383.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/EJIM-02-2024-0120
Multi-Task Learning (MTL) is widely-accepted in Natural Language Processing as a standard technique for learning multiple related tasks in one model. Training an MTL model requires having the training data for all tasks available at the same time. As
Externí odkaz:
http://arxiv.org/abs/2302.11074
Autor:
Samantha B. Meyer, Patrick Brown, Michael Calnan, Paul R. Ward, Jerrica Little, Gustavo S. Betini, Christopher M. Perlman, Kathleen E. Burns, Eric Filice
Publikováno v:
International Journal for Equity in Health, Vol 23, Iss 1, Pp 1-18 (2024)
Abstract Context The COVID-19 pandemic has reignited a commitment from the health policy and health services research communities to rebuilding trust in healthcare and created a renewed appetite for measures of trust for system monitoring and evaluat
Externí odkaz:
https://doaj.org/article/fb0b420d21c54323889b09cb1baed925