Zobrazeno 1 - 10
of 186
pro vyhledávání: '"Zavřel, P."'
Challenges in the automated evaluation of Retrieval-Augmented Generation (RAG) Question-Answering (QA) systems include hallucination problems in domain-specific knowledge and the lack of gold standard benchmarks for company internal tasks. This resul
Externí odkaz:
http://arxiv.org/abs/2406.14783
Autor:
Abonizio, Hugo, Bonifacio, Luiz, Jeronymo, Vitor, Lotufo, Roberto, Zavrel, Jakub, Nogueira, Rodrigo
Recent work has explored Large Language Models (LLMs) to overcome the lack of training data for Information Retrieval (IR) tasks. The generalization abilities of these models have enabled the creation of synthetic in-domain data by providing instruct
Externí odkaz:
http://arxiv.org/abs/2307.04601
Delivery of N-heterocyclic drugs, acids, phenols, and thiols via Tailor−made Self−immolative linkers
Autor:
Vahid Barati, Anna Hruzíková, Eliška Procházková, Martin Zavřel, Jaroslav Kozák, Jana Trylčová, Dominik Rejman, Jan Weber, Kateřina Bogdanová, Milan Kolář, Ondřej Baszczyňski
Publikováno v:
European Journal of Medicinal Chemistry Reports, Vol 12, Iss , Pp 100216- (2024)
Heterocyclic drugs display diverse pharmacological activities and metabolic stability. However, their poor solubility and pharmacokinetic properties often compromise bioavailability and clinical outcomes. Nevertheless, the prodrug approach provides a
Externí odkaz:
https://doaj.org/article/02da55a35360455dbc11c50a0c3d790f
Autor:
Jeronymo, Vitor, Bonifacio, Luiz, Abonizio, Hugo, Fadaee, Marzieh, Lotufo, Roberto, Zavrel, Jakub, Nogueira, Rodrigo
Recently, InPars introduced a method to efficiently use large language models (LLMs) in information retrieval tasks: via few-shot examples, an LLM is induced to generate relevant queries for documents. These synthetic query-document pairs can then be
Externí odkaz:
http://arxiv.org/abs/2301.01820
Publikováno v:
PLoS Computational Biology, Vol 20, Iss 8, p e1012280 (2024)
The metabolism of phototrophic cyanobacteria is an integral part of global biogeochemical cycles, and the capability of cyanobacteria to assimilate atmospheric CO2 into organic carbon has manifold potential applications for a sustainable biotechnolog
Externí odkaz:
https://doaj.org/article/2c1bcf50334a4624b4bcc85d05b88b05
Publikováno v:
Frontiers in Nutrition, Vol 11 (2024)
IntroductionPolyunsaturated fatty acids (PUFAs) are essential nutrients that humans obtain from their diet, primarily through fish oil consumption. However, fish oil production is no longer sustainable. An alternative approach is to produce PUFAs thr
Externí odkaz:
https://doaj.org/article/48cf571a1420400e9e689773e4f825b8
Autor:
Veselý, Vladimír, Zavřel, Jan
This paper summarizes know-how about modeling and simulation of computer networking protocols we contributed to the OMNeT++ community. We propose a methodology aiming to set a reliable ground truth for the quality of simulation models of networking p
Externí odkaz:
http://arxiv.org/abs/2109.12854
Publikováno v:
Check List, Vol 19, Iss 6, Pp 791-800 (2023)
Four species of Diptera are recorded as new for the fauna of Slovakia: Acrocera orbiculus (Fabricius, 1787) (Acroceridae), Conops insignis Loew, 1848 (Conopidae), Hermetia illucens (Linnaeus, 1758) (Stratiomyidae), and Tolmerus cowini (Hobby, 1946) (
Externí odkaz:
https://doaj.org/article/f5dcec217e254298afa6913777170337
Autor:
Fadaee, Marzieh, Gureenkova, Olga, Barrera, Fernando Rejon, Schnober, Carsten, Weerkamp, Wouter, Zavrel, Jakub
To provide AI researchers with modern tools for dealing with the explosive growth of the research literature in their field, we introduce a new platform, AI Research Navigator, that combines classical keyword search with neural retrieval to discover
Externí odkaz:
http://arxiv.org/abs/2011.00061
Expert search aims to find and rank experts based on a user's query. In academia, retrieving experts is an efficient way to navigate through a large amount of academic knowledge. Here, we study how different distributed representations of academic pa
Externí odkaz:
http://arxiv.org/abs/2010.08269