Zobrazeno 1 - 10
of 5 577
pro vyhledávání: '"van der Merwe, P A"'
Autor:
Barkley, Liam, van der Merwe, Brink
Large Language Models (LLMs) are powerful computational models trained on extensive corpora of human-readable text, enabling them to perform general-purpose language understanding and generation. LLMs have garnered significant attention in both indus
Externí odkaz:
http://arxiv.org/abs/2410.19385
Autor:
Ezugwu, Absalom E., Ho, Yuh-Shan, Egwuche, Ojonukpe S., Ekundayo, Olufisayo S., Van Der Merwe, Annette, Saha, Apu K., Pal, Jayanta
Machine learning (ML) has transformed numerous fields, but understanding its foundational research is crucial for its continued progress. This paper presents an overview of the significant classical ML algorithms and examines the state-of-the-art pub
Externí odkaz:
http://arxiv.org/abs/2408.01747
Autor:
Wang, Boyang, Sridhar, Nikhil, Feng, Chao, Van der Merwe, Mark, Fishman, Adam, Fazeli, Nima, Park, Jeong Joon
We propose a robot learning method for communicating, planning, and executing a wide range of tasks, dubbed This&That. We achieve robot planning for general tasks by leveraging the power of video generative models trained on internet-scale data conta
Externí odkaz:
http://arxiv.org/abs/2407.05530
Many natural language processing systems operate over tokenizations of text to address the open-vocabulary problem. In this paper, we give and analyze an algorithm for the efficient construction of deterministic finite automata designed to operate di
Externí odkaz:
http://arxiv.org/abs/2405.07671
Autor:
Seidel, Lukas, Effendi, Sedick David Baker, Pinho, Xavier, Rieck, Konrad, van der Merwe, Brink, Yamaguchi, Fabian
Publikováno v:
28th European Symposium on Research in Computer Security (ESORICS) 2023
Statically analyzing dynamically-typed code is a challenging endeavor, as even seemingly trivial tasks such as determining the targets of procedure calls are non-trivial without knowing the types of objects at compile time. Addressing this challenge,
Externí odkaz:
http://arxiv.org/abs/2310.00673
Autor:
Courtney P. Olwagen, Alane Izu, Lara Van der Merwe, Lisa Jose, Anthonet Koen, Shabir A. Madhi
Publikováno v:
Expert Review of Vaccines, Vol 23, Iss 1, Pp 1011-1019 (2024)
Background Surveillance on nasopharyngeal Streptococcus pneumoniae carriage in older children would be informative in determining whether a single priming and booster dose of pneumococcal conjugate vaccine (PCV) provides durable protection against pn
Externí odkaz:
https://doaj.org/article/1fe16186088c40d4ae74aecdf715b3b1
Autor:
R. Henrik Nilsson, Arnold Tobias Jansson, Christian Wurzbacher, Sten Anslan, Pauline Belford, Natàlia Corcoll, Alexandra Dombrowski, Masoomeh Ghobad-Nejhad, Mikael Gustavsson, Daniela Gómez-Martínez, Faheema Kalsoom Khan, Maryia Khomich, Charlotte Lennartsdotter, David Lund, Breyten Van Der Merwe, Vladimir Mikryukov, Marko Peterson, Teresita M. Porter, Sergei Põlme, Alice Retter, Marisol Sanchez-Garcia, Sten Svantesson, Patrik Svedberg, Duong Vu, Martin Ryberg, Kessy Abarenkov, Erik Kristiansson
Publikováno v:
MycoKeys, Vol 110, Iss , Pp 273-285 (2024)
Journal impact factors were devised to qualify and compare university library holdings but are frequently repurposed for use in ranking applications, research papers, and even individual applicants in mycology and beyond. The widely held assumption t
Externí odkaz:
https://doaj.org/article/a720213f45654065891450ab5820e874
Autor:
Sameera Mohamed, Elizabet M. van der Merwe, Zakhele H. Nkosi, Wladyslaw Altermann, Wiebke Grote, Frédéric J. Doucet
Publikováno v:
Discover Materials, Vol 4, Iss 1, Pp 1-18 (2024)
Abstract This study compared the reactivity of a plagioclase concentrate subjected to two processes: (1) direct acid leaching and (2) thermochemical treatment with ammonium sulfate followed by leaching. The sample was prepared from coarse-grained pyr
Externí odkaz:
https://doaj.org/article/589077d914954362910bf9a82398e4f7
Autor:
van der Merwe, Brink
Publikováno v:
EPTCS 388, 2023, pp. 140-153
We continue our study of ordered context-free grammars, a grammar formalism that places an order on the parse trees produced by the corresponding context-free grammar. In particular, we simplify our previous definition of a derivation of a string for
Externí odkaz:
http://arxiv.org/abs/2309.08717
Autor:
Berglund, Martin, van der Merwe, Brink
Publikováno v:
EPTCS 388, 2023, pp. 16-27
In this paper, we formalize practical byte pair encoding tokenization as it is used in large language models and other NLP systems, in particular we formally define and investigate the semantics of the SentencePiece and HuggingFace tokenizers, in par
Externí odkaz:
http://arxiv.org/abs/2309.08715