Zobrazeno 1 - 10
of 17 432
pro vyhledávání: '"Ferrucci A"'
Medication errors significantly threaten patient safety, leading to adverse drug events and substantial economic burdens on healthcare systems. Clinical Decision Support Systems (CDSSs) aimed at mitigating these errors often face limitations, includi
Externí odkaz:
http://arxiv.org/abs/2409.16395
Bots are software systems designed to support users by automating a specific process, task, or activity. When such systems implement a conversational component to interact with the users, they are also known as conversational agents. Bots, particular
Externí odkaz:
http://arxiv.org/abs/2409.11864
Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering
As a socio-technical activity, software development involves the close interconnection of people and technology. The integration of Large Language Models (LLMs) into this process exemplifies the socio-technical nature of software development. Althoug
Externí odkaz:
http://arxiv.org/abs/2409.05055
Autor:
Voria, Gianmario, Sellitto, Giulia, Ferrara, Carmine, Abate, Francesco, De Lucia, Andrea, Ferrucci, Filomena, Catolino, Gemma, Palomba, Fabio
Machine learning's widespread adoption in decision-making processes raises concerns about fairness, particularly regarding the treatment of sensitive features and potential discrimination against minorities. The software engineering community has res
Externí odkaz:
http://arxiv.org/abs/2408.16683
Autor:
Kalyanpur, Aditya, Saravanakumar, Kailash Karthik, Barres, Victor, McFate, CJ, Moon, Lori, Seifu, Nati, Eremeev, Maksim, Barrera, Jose, Bautista-Castillo, Abraham, Brown, Eric, Ferrucci, David
The advent of Large Language Models (LLMs) and Generative AI has revolutionized natural language applications across various domains. However, high-stakes decision-making tasks in fields such as medical, legal and finance require a level of precision
Externí odkaz:
http://arxiv.org/abs/2406.17987
Autor:
Kalyanpur, Aditya, Saravanakumar, Kailash Karthik, Barres, Victor, Chu-Carroll, Jennifer, Melville, David, Ferrucci, David
We introduce LLM-ARC, a neuro-symbolic framework designed to enhance the logical reasoning capabilities of Large Language Models (LLMs), by combining them with an Automated Reasoning Critic (ARC). LLM-ARC employs an Actor-Critic method where the LLM
Externí odkaz:
http://arxiv.org/abs/2406.17663
Autor:
Yu, Xin, Yang, Qi, Liu, Han, Lee, Ho Hin, Tang, Yucheng, Remedios, Lucas W., Kim, Michael E., Zhang, Rendong, Bao, Shunxing, Huo, Yuankai, Moore, Ann Zenobia, Ferrucci, Luigi, Landman, Bennett A.
2D single-slice abdominal computed tomography (CT) enables the assessment of body habitus and organ health with low radiation exposure. However, single-slice data necessitates the use of 2D networks for segmentation, but these networks often struggle
Externí odkaz:
http://arxiv.org/abs/2406.12254
4D time-space reconstruction of dynamic events or deforming objects using X-ray computed tomography (CT) is an extremely ill-posed inverse problem. Existing approaches assume that the object remains static for the duration of several tens or hundreds
Externí odkaz:
http://arxiv.org/abs/2404.19075
Autor:
Dazzi, Patrizio, Ferrucci, Luca, Danelutto, Marco, Tserpes, Konstantinos, Makris, Antonis, Theodoropoulos, Theodoros, Massa, Jacopo, Carlini, Emanuele, Mordacchini, Matteo
This position paper introduces Urgent Edge Computing (UEC) as a paradigm shift addressing the evolving demands of time-sensitive applications in distributed edge environments, in time-critical scenarios. With a focus on ultra-low latency, availabilit
Externí odkaz:
http://arxiv.org/abs/2404.13411
Autor:
Thornton, C., Karimi, S., Glenn, S., Brown, W. D., Draganic, N., Skeate, M., Ferrucci, M., Chen, Q., Jacob, R., Nakamura, K., Ostermayr, T., van Tilborg, J., Armstrong, C., Finlay, O. J., Turner, N., Glanvill, S., Martz, H., Geddes, C.
For the first time, we demonstrate the application of an inverse Compton scattering X-ray Source, driven by a laser-plasma accelerator, to image an additively manufactured component. X-rays with a mean energy of 380 keV were produced and used to imag
Externí odkaz:
http://arxiv.org/abs/2404.09270