Zobrazeno 1 - 10
of 6 275
pro vyhledávání: '"P Riddell"'
Autor:
Han, Simeng, Yu, Aaron, Shen, Rui, Qi, Zhenting, Riddell, Martin, Zhou, Wenfei, Qiao, Yujie, Zhao, Yilun, Yavuz, Semih, Liu, Ye, Joty, Shafiq, Zhou, Yingbo, Xiong, Caiming, Radev, Dragomir, Ying, Rex, Cohan, Arman
Existing methods on understanding the capabilities of LLMs in logical reasoning rely on binary entailment classification or synthetically derived rationales, which are not sufficient for proper investigation of model's capabilities. We present P-FOLI
Externí odkaz:
http://arxiv.org/abs/2410.09207
Autor:
Riddell, Jonathon, Bertini, Bruno
Rationally independent free fermions are those where sums of single-particle energies multiplied by arbitrary rational coefficients vanish only if the coefficients are all zero. This property guaranties that they have no degeneracies in the many-body
Externí odkaz:
http://arxiv.org/abs/2404.12100
While large language models have achieved remarkable performance on various code generation benchmarks, there have been growing concerns regarding potential contamination of these benchmarks as they may be leaked into pretraining and finetuning data.
Externí odkaz:
http://arxiv.org/abs/2403.04811
Publikováno v:
Phys. Rev. Research 6, 033226 (2024)
Having spectral correlations that, over small enough energy scales, are described by random matrix theory is regarded as the most general defining feature of quantum chaotic systems as it applies in the many-body setting and away from any semiclassic
Externí odkaz:
http://arxiv.org/abs/2402.19096
Autor:
Kim R. Blasdell, Richard J. Ploeg, Emma C. Hobbs, Stephen Muhi, Sarah J. Riddell, Alexandra Cunneen, Michael L. Kelly, Kate Maynard, Tess R. Malcolm, Md. Tanjir Islam, Victoria Boyd, Timothy P. Stinear, Sacha J. Pidot, Eugene Athan, Daniel P. O’Brien
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Buruli ulcer (BU) is a necrotizing disease of skin and soft tissue caused by the bacterium Mycobacterium ulcerans (MU). In Australia, where the disease is emerging in new geographic areas and human case numbers are increasing, native possum
Externí odkaz:
https://doaj.org/article/bb97b88c1e6a4174bf8856af982849ed
Development and assessment of a machine learning tool for predicting emergency admission in Scotland
Autor:
James Liley, Gergo Bohner, Samuel R. Emerson, Bilal A. Mateen, Katie Borland, David Carr, Scott Heald, Samuel D. Oduro, Jill Ireland, Keith Moffat, Rachel Porteous, Stephen Riddell, Simon Rogers, Ioanna Thoma, Nathan Cunningham, Chris Holmes, Katrina Payne, Sebastian J. Vollmer, Catalina A. Vallejos, Louis J. M. Aslett
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-13 (2024)
Abstract Emergency admissions (EA), where a patient requires urgent in-hospital care, are a major challenge for healthcare systems. The development of risk prediction models can partly alleviate this problem by supporting primary care interventions a
Externí odkaz:
https://doaj.org/article/87b768a0942545ce93fa1cd0c65c73ab
Autor:
Ni, Ansong, Yin, Pengcheng, Zhao, Yilun, Riddell, Martin, Feng, Troy, Shen, Rui, Yin, Stephen, Liu, Ye, Yavuz, Semih, Xiong, Caiming, Joty, Shafiq, Zhou, Yingbo, Radev, Dragomir, Cohan, Arman
Recently, large language models (LLMs), especially those that are pretrained on code, have demonstrated strong capabilities in generating programs from natural language inputs in a few-shot or even zero-shot manner. Despite promising results, there i
Externí odkaz:
http://arxiv.org/abs/2309.17446
Autor:
Riddell, Jonathon, Pagliaroli, Nathan
Publikováno v:
Journal of Statistical Physics 191.11 (2024): 1-18
In this article we investigate no-resonance conditions for quantum many body chaotic systems and random matrix models. No-resonance conditions are properties of the spectrum of a model, usually employed as a theoretical tool in the analysis of late t
Externí odkaz:
http://arxiv.org/abs/2307.05417
Autor:
S. Fiorenza, Y. Zheng, J. Purushe, T. J. Bock, J. Sarthy, D. H. Janssens, A. S. Sheih, E. L. Kimble, D. Kirchmeier, T. D. Phi, J. Gauthier, A. V. Hirayama, S. R. Riddell, Q. Wu, R. Gottardo, D. G. Maloney, J. Y. H. Yang, S. Henikoff, C. J. Turtle
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-17 (2024)
Abstract Chimeric antigen receptor-modified T cell (CAR-T) immunotherapy has revolutionised blood cancer treatment. Parsing the genetic underpinnings of T cell quality and CAR-T efficacy is challenging. Transcriptomics inform CAR-T state, but the nat
Externí odkaz:
https://doaj.org/article/99952e45b80a494cbf0a1c52b7763252
Publikováno v:
Phys. Rev. Research 5, 013210 (2023)
An intriguing chiral soliton phase has recently been identified in the $S$=1/2 Kitaev spin chain. Here we show that for $S$=1,2,3,4,5 an analogous phase can be identified, but contrary to the $S$=1/2 case the chiral soliton phases appear as islands w
Externí odkaz:
http://arxiv.org/abs/2302.01347