Zobrazeno 1 - 10
of 1 734
pro vyhledávání: '"Verga, P."'
Modern Question Answering (QA) and Reasoning approaches based on Large Language Models (LLMs) commonly use prompting techniques, such as Chain-of-Thought (CoT), assuming the resulting generation will have a more granular exploration and reasoning ove
Externí odkaz:
http://arxiv.org/abs/2410.11900
Autor:
Li, Huayang, Verga, Pat, Sen, Priyanka, Yang, Bowen, Viswanathan, Vijay, Lewis, Patrick, Watanabe, Taro, Su, Yixuan
The context window of large language models (LLMs) has been extended significantly in recent years. However, while the context length that the LLM can process has grown, the capability of the model to accurately reason over that context degrades noti
Externí odkaz:
http://arxiv.org/abs/2410.03227
The use of synthetic data has played a critical role in recent state-of-art breakthroughs. However, overly relying on a single oracle teacher model to generate data has been shown to lead to model collapse and invite propagation of biases. These limi
Externí odkaz:
http://arxiv.org/abs/2408.14960
Autor:
Baldan, Selena, Ferronato, Massimiliano, Franceschini, Andrea, Janna, Carlo, Zoccarato, Claudia, Frigo, Matteo, Isotton, Giovanni, Collettini, Cristiano, Deangeli, Chiara, Rocca, Vera, Verga, Francesca, Teatini, Pietro
Underground gas storage is a versatile tool for managing energy resources and addressing pressing environmental concerns. While natural gas is stored in geological formations since the beginning of the 20th century, hydrogen has recently been conside
Externí odkaz:
http://arxiv.org/abs/2408.01049
Autor:
Verga, Pat, Hofstatter, Sebastian, Althammer, Sophia, Su, Yixuan, Piktus, Aleksandra, Arkhangorodsky, Arkady, Xu, Minjie, White, Naomi, Lewis, Patrick
As Large Language Models (LLMs) have become more advanced, they have outpaced our abilities to accurately evaluate their quality. Not only is finding data to adequately probe particular model properties difficult, but evaluating the correctness of a
Externí odkaz:
http://arxiv.org/abs/2404.18796
Autor:
Elena Chiappini, Giovanni Simeone, Marcello Bergamini, Roberta Pellegrino, Alfredo Guarino, Annamaria Staiano, Susanna Esposito, Guido Castelli Gattinara, Andrea Lo Vecchio, Stefania Stefani, Iride Dello Iacono, Immacolata Scotese, Giovanna Tezza, Giulio Dinardo, Simona Riccio, Sofia Pellizzari, Sonia Iavarone, Giulia Lorenzetti, Elisabetta Venturini, Daniele Donà, Luca Pierantoni, Mattia Doria, Silvia Garazzino, Fabio Midulla, Claudio Cricelli, Luigi Terracciano, Annalisa Capuano, Eugenia Bruzzese, Daniele Ghiglioni, Lara Fusani, Eleonora Fusco, Paolo Biasci, Lamberto Reggiani, Luigi Matera, Enrica Mancino, Elisa Barbieri, Antonio D’Avino, Laura Cursi, Maria Giuseppa Sullo, Silvestro Scotti, Gian Luigi Marseglia, Giuseppe Di Mauro, Nicola Principi, Luisa Galli, Maria Carmen Verga
Publikováno v:
Italian Journal of Pediatrics, Vol 50, Iss 1, Pp 1-11 (2024)
Abstract Sore throat represents one of the main causes of antibiotic overprescription in children. Its management is still a matter of debate, with countries considering streptococcal pharyngotonsillitis a benign and self-limiting condition and other
Externí odkaz:
https://doaj.org/article/a340137b2e424b40a0ab6115364e5a0c
Autor:
Daniele Donà, Giulia Brigadoi, Roberto Grandinetti, Laura Pedretti, Giovanni Boscarino, Elisa Barbieri, Luigi Matera, Enrica Mancino, Marcello Bergamini, Guido Castelli Gattinara, Elena Chiappini, Mattia Doria, Luisa Galli, Alfredo Guarino, Andrea Lo Vecchio, Elisabetta Venturini, Gianluigi Marseglia, Maria Carmen Verga, Giuseppe Di Mauro, Nicola Principi, Fabio Midulla, Susanna Esposito
Publikováno v:
Italian Journal of Pediatrics, Vol 50, Iss 1, Pp 1-27 (2024)
Abstract Community-acquired pneumonia (CAP) is an acute infection of the lung parenchyma acquired outside the hospital or other healthcare settings, typically affecting previously healthy individuals. This intersociety consensus aims to provide evide
Externí odkaz:
https://doaj.org/article/c450bde9d99c406c9b75891d910a0848
The \textit{order of appearance} $ z(n) $ of a positive integer $ n $ in the Fibonacci sequence is defined as the smallest positive integer $ j $ such that $ n $ divides the $ j $-th Fibonacci number. A \textit{fixed point} arises when, for a positiv
Externí odkaz:
http://arxiv.org/abs/2309.14501
Inspired by the basic stick fragmentation model proposed by Becker et al. in arXiv:1309.5603v4, we consider three new versions of such fragmentation models, namely, continuous with random number of parts, continuous with probabilistic stopping, and d
Externí odkaz:
http://arxiv.org/abs/2309.00766
Autor:
Carmen Loredana Petrea (Cliveți), Diana-Andreea Ciortea, Magdalena Miulescu, Iuliana-Laura Candussi, Sergiu Ioachim Chirila, Gabriela Isabela Verga (Răuță), Simona-Elena Bergheș, Mihai Ciprian Râșcu, Sorin Ion Berbece
Publikováno v:
Current Issues in Molecular Biology, Vol 46, Iss 8, Pp 8642-8657 (2024)
Viral infections caused by exposure to viruses such as Epstein–Barr, cytomegalovirus, or Parvovirus B19 have always been considered predisposing environmental factors for the onset of autoimmune diseases. More recently, autoimmune mechanisms such a
Externí odkaz:
https://doaj.org/article/49dd7c9378474d62b262bffb3a62f289